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2024, "papers": [{"name": "Perovskite–organic tandem solar cells", "title": "Perovskite–organic tandem solar cells", "journal": "Nature Reviews Materials", "url": "https://doi.org/10.1038/s41578-023-00642-1", "citations": 212}, {"name": "Enhanced cation interaction in perovskites for efficient tandem solar cells with silicon", "title": "Enhanced cation interaction in perovskites for efficient tandem solar cells with silicon", "journal": "Science", "url": "https://doi.org/10.1126/science.adp1621", "citations": 198}, {"name": "Redox mediator-stabilized wide-bandgap perovskites for monolithic perovskite-organic tandem solar cells", "title": "Redox mediator-stabilized wide-bandgap perovskites for monolithic perovskite-organic tandem solar cells", "journal": "Nature Energy", "url": "https://doi.org/10.1038/s41560-024-01451-8", "citations": 154}]}]}, {"name": "Dye-sensitized & quantum-dot PV", "examples": ["Dye-sensitized cell"], "keywords": ["dye-sensitized", "quantum dot solar", "quantum-dot solar"], "paper_count": 98, "papers": [{"year": 2026, "papers": [{"name": "Emerging hole transport layers for PbS quantum dot solar cells and photodetectors", "title": "Emerging hole transport layers for PbS quantum dot solar cells and photodetectors", "journal": "Journal of Materials Chemistry A", "url": "https://doi.org/10.1039/d5ta08710d", "citations": 2}, {"name": "Solvent-mediated surface modification of electron transport layers for efficient PbS quantum dot solar cells", "title": "Solvent-mediated surface modification of electron transport layers for efficient PbS quantum dot solar cells", "journal": "Journal of Materials Chemistry A", "url": "https://doi.org/10.1039/d6ta00196c", "citations": 0}, {"name": "p–p Orbital Coupling Enhanced Exciton Dissociation for High‐Performance and Stable FAPbI 3 Quantum Dot Solar Cells", "title": "p–p Orbital Coupling Enhanced Exciton Dissociation for High‐Performance and Stable FAPbI 3 Quantum Dot Solar Cells", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202524197", "citations": 0}]}, {"year": 2025, "papers": [{"name": "Key Materials and Fabrication Strategies for High-Performance Dye-Sensitized Solar Cells: Comprehensive Comparison and Perspective", "title": "Key Materials and Fabrication Strategies for High-Performance Dye-Sensitized Solar Cells: Comprehensive Comparison and Perspective", "journal": "ACS Energy Letters", "url": "https://doi.org/10.1021/acsenergylett.4c03579", "citations": 51}, {"name": "Buried interface engineering enables efficient and refurbished CsPbI 3 perovskite quantum dot solar cells", "title": "Buried interface engineering enables efficient and refurbished CsPbI 3 perovskite quantum dot solar cells", "journal": "Energy & Environmental Science", "url": "https://doi.org/10.1039/d4ee04628e", "citations": 32}, {"name": "Dual‐Phase Ligand Engineering Enables 18.21% FAPbI 3 Quantum Dot Solar Cells", "title": "Dual‐Phase Ligand Engineering Enables 18.21% FAPbI 3 Quantum Dot Solar Cells", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202417346", "citations": 29}]}, {"year": 2024, "papers": [{"name": "Alkyl ammonium iodide-based ligand exchange strategy for high-efficiency organic-cation perovskite quantum dot solar cells", "title": "Alkyl ammonium iodide-based ligand exchange strategy for high-efficiency organic-cation perovskite quantum dot solar cells", "journal": "Nature Energy", "url": "https://doi.org/10.1038/s41560-024-01450-9", "citations": 154}, {"name": "Perovskite Quantum Dot Solar Cells: Current Status and Future Outlook", "title": "Perovskite Quantum Dot Solar Cells: Current Status and Future Outlook", "journal": "ACS Energy Letters", "url": "https://doi.org/10.1021/acsenergylett.3c01983", "citations": 88}, {"name": "Asymmetric dual species copper( ii / i ) electrolyte dye-sensitized solar cells with 35.6% efficiency under indoor light", "title": "Asymmetric dual species copper( ii / i ) electrolyte dye-sensitized solar cells with 35.6% efficiency under indoor light", "journal": "Journal of Materials Chemistry A", "url": "https://doi.org/10.1039/d3ta06046b", "citations": 46}]}]}], "paper_count": 5808}, {"name": "Fuel cells & electrolyzers", "children": [{"name": "Proton-exchange membrane fuel cells", "examples": ["Fe–N–C ORR", "Pt3Ni(111)"], "keywords": ["fuel cell", "proton exchange membrane", "proton-exchange membrane", "pemfc", "anion exchange membrane fuel"], "paper_count": 1574, "papers": [{"year": 2026, "papers": [{"name": "Regulating in situ gaseous deposition to construct highly durable Fe–N–C oxygen-reduction fuel cell catalysts", "title": "Regulating in situ gaseous deposition to construct highly durable Fe–N–C oxygen-reduction fuel cell catalysts", "journal": "Nature Catalysis", "url": "https://doi.org/10.1038/s41929-026-01482-2", "citations": 6}, {"name": "Confined Kirkendall Strain Engineering Promotes Oxygen Evolution on Co 3 O 4 for Proton Exchange Membrane Water Electrolyzer", "title": "Confined Kirkendall Strain Engineering Promotes Oxygen Evolution on Co 3 O 4 for Proton Exchange Membrane Water Electrolyzer", "journal": "Advanced Energy Materials", "url": "https://doi.org/10.1002/aenm.202506692", "citations": 4}, {"name": "High-entropy low-cobalt perovskite cathode with enhanced thermalcompatible and electrochemical performance enables high-performing fuel cells", "title": "High-entropy low-cobalt perovskite cathode with enhanced thermalcompatible and electrochemical performance enables high-performing fuel cells", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2025.121689", "citations": 4}]}, {"year": 2025, "papers": [{"name": "Proton Exchange Membrane Water Splitting: Advances in Electrode Structure and Mass‐Charge Transport Optimization", "title": "Proton Exchange Membrane Water Splitting: Advances in Electrode Structure and Mass‐Charge Transport Optimization", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202416012", "citations": 91}, {"name": "Engineering Ir-based catalysts for high current density applications in proton exchange membrane water electrolyzers", "title": "Engineering Ir-based catalysts for high current density applications in proton exchange membrane water electrolyzers", "journal": "Energy & Environmental Science", "url": "https://doi.org/10.1039/d4ee03541k", "citations": 72}, {"name": "Strain heterogeneity in RuO2 for efficient acidic oxygen evolution reaction in proton exchange membrane water electrolysis", "title": "Strain heterogeneity in RuO2 for efficient acidic oxygen evolution reaction in proton exchange membrane water electrolysis", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-58570-3", "citations": 69}]}, {"year": 2024, "papers": [{"name": "Water-hydroxide trapping in cobalt tungstate for proton exchange membrane water electrolysis", "title": "Water-hydroxide trapping in cobalt tungstate for 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cathode for enhanced CO 2 reduction in solid oxide electrolysis cells", "title": "A nanoparticle-decorated bismuth- and nickel-doped Sr 2 Fe 1.5 Mo 0.5 O 6− δ cathode for enhanced CO 2 reduction in solid oxide electrolysis cells", "journal": "Journal of Materials Chemistry A", "url": "https://doi.org/10.1039/d5ta07206a", "citations": 4}, {"name": "Cesium-Promoted Nickel-Ceria Anodes for Enhanced Stability and Performance in Low-Temperature Solid Oxide Fuel Cells", "title": "Cesium-Promoted Nickel-Ceria Anodes for Enhanced Stability and Performance in Low-Temperature Solid Oxide Fuel Cells", "journal": "ACS Nano", "url": "https://doi.org/10.1021/acsnano.5c13807", "citations": 3}, {"name": "Ruddlesden–Popper perovskite oxides as emerging air electrodes for protonic ceramic cells", "title": "Ruddlesden–Popper perovskite oxides as emerging air electrodes for protonic ceramic cells", "journal": "Journal of Materials Chemistry A", "url": "https://doi.org/10.1039/d6ta00295a", "citations": 3}]}, {"year": 2025, "papers": [{"name": "Breaking the limits of Ruddlesden–Popper cathodes to achieve a game-changer for proton-conducting solid oxide fuel cells", "title": "Breaking the limits of Ruddlesden–Popper cathodes to achieve a game-changer for proton-conducting solid oxide fuel cells", "journal": "Energy & Environmental Science", "url": "https://doi.org/10.1039/d5ee00993f", "citations": 53}, {"name": "High‐Entropy Driven Self‐Assembled Dual‐phase Composite Air Electrodes with Enhanced Performance and Stability for Reversible Protonic Ceramic Cells", "title": "High‐Entropy Driven Self‐Assembled Dual‐phase Composite Air Electrodes with Enhanced Performance and Stability for Reversible Protonic Ceramic Cells", "journal": "Advanced Energy Materials", "url": "https://doi.org/10.1002/aenm.202405466", "citations": 34}, {"name": "Advanced Air Electrodes for Reversible Protonic Ceramic Electrochemical Cells: A Comprehensive Review", "title": "Advanced Air Electrodes for Reversible Protonic Ceramic Electrochemical Cells: A Comprehensive Review", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202418620", "citations": 29}]}, {"year": 2024, "papers": [{"name": "Phase segregation of a composite air electrode unlocks the high performance of reversible protonic ceramic electrochemical cells", "title": "Phase segregation of a composite air electrode unlocks the high performance of reversible protonic ceramic electrochemical cells", "journal": "Energy & Environmental Science", "url": "https://doi.org/10.1039/d4ee01608d", "citations": 65}, {"name": "Synergistic Effects of In-Situ Exsolved Ni–Ru Bimetallic Catalyst on High-Performance and Durable Direct-Methane Solid Oxide Fuel Cells", "title": "Synergistic Effects of In-Situ Exsolved Ni–Ru Bimetallic Catalyst on High-Performance and Durable Direct-Methane Solid Oxide Fuel Cells", "journal": "Journal of the American Chemical Society", "url": "https://doi.org/10.1021/jacs.3c12121", "citations": 58}, {"name": "Synergistic Bulk and Surface Engineering for Expeditious and Durable Reversible Protonic Ceramic Electrochemical Cells Air Electrode", "title": "Synergistic Bulk and Surface Engineering for Expeditious and Durable Reversible Protonic Ceramic Electrochemical Cells Air Electrode", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202403998", "citations": 55}]}]}, {"name": "Water electrolyzers", "keywords": ["water electrolysis", "electrolyzer", "electrolyser", "pem electrolyzer", "anion exchange membrane water"], "paper_count": 2012, "papers": [{"year": 2026, "papers": [{"name": "Exploring the Potential of Ni‐Based Hydrogen Evolution Catalysts in Anion Exchange Membrane Water Electrolyzer", "title": "Exploring the Potential of Ni‐Based Hydrogen Evolution Catalysts in Anion Exchange Membrane Water Electrolyzer", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202520491", "citations": 20}, {"name": "Cost-efficient and stable electrolysis of reverse osmosis water using a Co-RuO2-enabled PEM electrolyser", "title": "Cost-efficient and stable electrolysis of reverse osmosis water using a Co-RuO2-enabled PEM electrolyser", "journal": "Nature Catalysis", "url": "https://doi.org/10.1038/s41929-025-01456-w", "citations": 9}, {"name": "Dealloying the Ir–P Bond Coordination to Strengthen d–p Orbital Affinity for Efficient Anion Exchange Membrane Water Electrolyzer", "title": "Dealloying the Ir–P Bond Coordination to Strengthen d–p Orbital Affinity for Efficient Anion Exchange Membrane Water Electrolyzer", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202528345", "citations": 7}]}, {"year": 2025, "papers": [{"name": "Tantalum-stabilized ruthenium oxide electrocatalysts for industrial water electrolysis", "title": "Tantalum-stabilized ruthenium oxide electrocatalysts for industrial water electrolysis", "journal": "Science", "url": "https://doi.org/10.1126/science.ado9938", "citations": 356}, {"name": "Tailoring Octahedron-Tetrahedron Synergism in Spinel Catalysts for Acidic Water Electrolysis", "title": "Tailoring Octahedron-Tetrahedron Synergism in Spinel Catalysts for Acidic Water Electrolysis", "journal": "Journal of the American Chemical Society", "url": "https://doi.org/10.1021/jacs.5c00665", "citations": 105}, {"name": "Engineering Ir-based catalysts for high current density applications in proton exchange membrane water electrolyzers", "title": "Engineering Ir-based catalysts for high current density applications in proton exchange membrane water electrolyzers", "journal": "Energy & Environmental Science", "url": "https://doi.org/10.1039/d4ee03541k", "citations": 72}]}, {"year": 2024, "papers": [{"name": "Water-hydroxide trapping in cobalt tungstate for proton exchange membrane water electrolysis", "title": "Water-hydroxide trapping in cobalt tungstate for proton exchange membrane water electrolysis", "journal": "Science", "url": "https://doi.org/10.1126/science.adk9849", "citations": 397}, {"name": "Seed-assisted formation of NiFe anode catalysts for anion exchange membrane water electrolysis at industrial-scale current density", "title": "Seed-assisted formation of NiFe anode catalysts for anion exchange membrane water electrolysis at industrial-scale current density", "journal": "Nature Catalysis", "url": "https://doi.org/10.1038/s41929-024-01209-1", "citations": 364}, {"name": "Acid-stable manganese oxides for proton exchange membrane water electrolysis", "title": "Acid-stable manganese oxides for proton exchange membrane water electrolysis", "journal": "Nature Catalysis", "url": "https://doi.org/10.1038/s41929-023-01091-3", "citations": 227}]}]}], "paper_count": 3270}, {"name": "Thermal & mechanical harvesting", "children": [{"name": "Thermoelectrics", "examples": ["SnSe thermoelectric"], "keywords": ["thermoelectric", "figure of merit", "seebeck"], "paper_count": 1922, "papers": [{"year": 2026, "papers": [{"name": "Dense dislocations and coarse grains enable high thermoelectric performance of Mg3(Sb, Bi)2-based alloys", "title": "Dense dislocations and coarse grains enable high thermoelectric performance of Mg3(Sb, Bi)2-based alloys", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2025.121719", "citations": 8}, {"name": "Negative-thermal-expansion particles enable high-performance and ultradurable thermoelectric modules", "title": "Negative-thermal-expansion particles enable high-performance and ultradurable thermoelectric modules", "journal": "Science Advances", "url": "https://doi.org/10.1126/sciadv.aed3783", "citations": 7}, {"name": "Evaporative hydrogels for high-performance ambient body heat harvesting via thermoelectric", "title": "Evaporative hydrogels for high-performance ambient body heat harvesting via thermoelectric", "journal": "Nano Energy", "url": "https://doi.org/10.1016/j.nanoen.2026.111780", "citations": 6}]}, {"year": 2025, "papers": [{"name": "Interfacial bonding enhances thermoelectric cooling in 3D-printed materials", "title": "Interfacial bonding enhances thermoelectric cooling in 3D-printed materials", "journal": "Science", "url": "https://doi.org/10.1126/science.ads0426", "citations": 97}, {"name": "Self-Powered Thermoelectric Hydrogels Accelerate Wound Healing", "title": "Self-Powered Thermoelectric Hydrogels Accelerate Wound Healing", "journal": "ACS Nano", "url": "https://doi.org/10.1021/acsnano.5c01742", "citations": 51}, {"name": "Large-area radiation-modulated thermoelectric fabrics for high-performance thermal management and electricity generation", "title": "Large-area radiation-modulated thermoelectric fabrics for high-performance thermal management and electricity generation", "journal": "Science Advances", "url": "https://doi.org/10.1126/sciadv.adr2158", "citations": 50}]}, {"year": 2024, "papers": [{"name": "Flexible power generators by Ag2Se thin films with record-high thermoelectric performance", "title": "Flexible power generators by Ag2Se thin films with record-high thermoelectric performance", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-024-45092-7", "citations": 212}, {"name": "Plasticity in single-crystalline Mg3Bi2 thermoelectric material", "title": "Plasticity in single-crystalline Mg3Bi2 thermoelectric material", "journal": "Nature", "url": "https://doi.org/10.1038/s41586-024-07621-8", "citations": 187}, {"name": "A figure of merit for efficiency roll-off in TADF-based organic LEDs", "title": "A figure of merit for efficiency roll-off in TADF-based organic LEDs", "journal": "Nature", "url": "https://doi.org/10.1038/s41586-024-07149-x", "citations": 144}]}]}, {"name": "Triboelectric & piezoelectric nanogenerators", "examples": ["Triboelectric nanogenerator", "Piezoelectric nanogenerator"], "keywords": ["triboelectric", "nanogenerator", "piezoelectric energy harvesting", "energy harvesting", "energy harvester"], "paper_count": 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ossification", "title": "3D-printed triboelectric scaffolds for fabricating BMSC-derived cartilage to repair bone defects and promote endochondral ossification", "journal": "Bioactive Materials", "url": "https://doi.org/10.1016/j.bioactmat.2025.11.044", "citations": 8}]}, {"year": 2025, "papers": [{"name": "Leaf-based energy harvesting and storage utilizing hygroscopic iron hydrogel for continuous power generation", "title": "Leaf-based energy harvesting and storage utilizing hygroscopic iron hydrogel for continuous power generation", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-60341-z", "citations": 119}, {"name": "PEDOT-molecular bridging foam-hydrogel based wearable triboelectric nanogenerator for energy harvesting and sensing", "title": "PEDOT-molecular bridging foam-hydrogel based wearable triboelectric nanogenerator for energy harvesting and sensing", "journal": "Nano Energy", "url": "https://doi.org/10.1016/j.nanoen.2024.110572", "citations": 81}, {"name": "Self-powered green energy–harvesting and sensing interfaces based on hygroscopic gel and water-locking effects", "title": "Self-powered green energy–harvesting and sensing interfaces based on hygroscopic gel and water-locking effects", "journal": "Science Advances", "url": "https://doi.org/10.1126/sciadv.adw5991", "citations": 78}]}, {"year": 2024, "papers": [{"name": "Advanced Energy Harvesters and Energy Storage for Powering Wearable and Implantable Medical Devices", "title": "Advanced Energy Harvesters and Energy Storage for Powering Wearable and Implantable Medical Devices", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202404492", "citations": 171}, {"name": "Progress in techniques for improving the output performance of triboelectric nanogenerators", "title": "Progress in techniques for improving the output performance of triboelectric nanogenerators", "journal": "Energy & Environmental Science", "url": "https://doi.org/10.1039/d3ee03520d", "citations": 169}, {"name": "A contact-electro-catalysis process for producing reactive oxygen species by ball milling of triboelectric materials", "title": "A contact-electro-catalysis process for producing reactive oxygen species by ball milling of triboelectric materials", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-024-45041-4", "citations": 147}]}]}, {"name": "Radiative cooling & thermal management", "examples": ["Daytime radiative cooling"], "keywords": ["radiative cooling", "daytime radiative", "thermal management", "personal thermal", "solar-thermal"], "paper_count": 1184, "papers": [{"year": 2026, "papers": [{"name": "Multifunctional polymer composite phase change material with efficient thermal management and electromagnetic shielding properties", "title": "Multifunctional polymer composite phase change material with efficient thermal management and electromagnetic shielding properties", "journal": "Polymer", "url": "https://doi.org/10.1016/j.polymer.2026.129603", "citations": 7}, {"name": "Covalently Interconnected BN/CNTs Hybrid Networks Enhance the Thermal Conductivity and Electrical Insulation of Phase Change Composites for Advanced Thermal Management", "title": "Covalently Interconnected BN/CNTs Hybrid Networks Enhance the Thermal Conductivity and Electrical Insulation of Phase Change Composites for Advanced Thermal Management", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202531090", "citations": 6}, {"name": "Self-stratified photonic radiative cooling composites with asymmetric thermal conductivity", "title": "Self-stratified photonic radiative cooling composites with asymmetric thermal conductivity", "journal": "Materials Horizons", "url": "https://doi.org/10.1039/d5mh02199e", "citations": 5}]}, {"year": 2025, "papers": [{"name": "Cactus-like architecture for synergistic microwave absorption and thermal management", "title": "Cactus-like architecture for 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"A photoluminescent hydrogen-bonded biomass aerogel for sustainable radiative cooling", "journal": "Science", "url": "https://doi.org/10.1126/science.adn5694", "citations": 272}, {"name": "Subambient daytime radiative cooling of vertical surfaces", "title": "Subambient daytime radiative cooling of vertical surfaces", "journal": "Science", "url": "https://doi.org/10.1126/science.adn2524", "citations": 196}, {"name": "Radiative cooling and indoor light management enabled by a transparent and self-cleaning polymer-based metamaterial", "title": "Radiative cooling and indoor light management enabled by a transparent and self-cleaning polymer-based metamaterial", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-024-48150-2", "citations": 161}]}]}, {"name": "Solar fuels & photoelectrochemistry", "examples": ["Fujishima–Honda"], "keywords": ["photoelectrochemical", "photoelectrode", "photoanode", "photocathode", "solar fuel", "artificial photosynthesis"], "paper_count": 1203, "papers": [{"year": 2026, "papers": [{"name": "Nanoconfined Photothermal Catalysis: Mechanisms, Engineering Strategies, and Solar Fuel Synthesis", "title": "Nanoconfined Photothermal Catalysis: Mechanisms, Engineering Strategies, and Solar Fuel Synthesis", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202523060", "citations": 8}, {"name": "(Zn,Ti)O Electron Transport Layer Enables the Highest Conversion Efficiency in Cd‐Free Sb 2 Se 3 Photocathodes for Stable Solar Hydrogen Production", "title": "(Zn,Ti)O Electron Transport Layer Enables the Highest Conversion Efficiency in Cd‐Free Sb 2 Se 3 Photocathodes for Stable Solar Hydrogen Production", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202518202", "citations": 7}, {"name": "Dynamic Semiconductor Interface for Scalable Photoelectrochemical Synthesis of Chlorine Disinfectants from Natural Seawater", "title": "Dynamic Semiconductor Interface for Scalable 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of Hydrogen Peroxide", "title": "Iso‐Elemental ZnIn 2 S 4 /Zn 3 In 2 S 6 Heterojunction with Low Contact Energy Barrier Boosts Artificial Photosynthesis of Hydrogen Peroxide", "journal": "Advanced Energy Materials", "url": "https://doi.org/10.1002/aenm.202401744", "citations": 94}]}]}], "paper_count": 6701}], "paper_count": 15652}, {"code": "CAT", "name": "Catalysis", "summary": "Materials that accelerate chemical conversions: electro-, photo- and thermocatalysts for fuels, chemicals and clean air.", "children": [{"name": "Electrocatalysis", "children": [{"name": "Hydrogen evolution", "examples": ["MoS2 HER edges"], "keywords": ["hydrogen evolution", "^her", "hydrogen production"], "paper_count": 4223, "papers": [{"year": 2026, "papers": [{"name": "Exploring the Potential of Ni‐Based Hydrogen Evolution Catalysts in Anion Exchange Membrane Water Electrolyzer", "title": "Exploring the Potential of Ni‐Based Hydrogen Evolution Catalysts in Anion Exchange Membrane Water Electrolyzer", 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"Pure-water-fed, electrocatalytic CO2 reduction to ethylene beyond 1,000 h stability at 10 A", "journal": "Nature Energy", "url": "https://doi.org/10.1038/s41560-023-01415-4", "citations": 228}, {"name": "Solution-based Cu+ transient species mediate the reconstruction of copper electrocatalysts for CO2 reduction", "title": "Solution-based Cu+ transient species mediate the reconstruction of copper electrocatalysts for CO2 reduction", "journal": "Nature Catalysis", "url": "https://doi.org/10.1038/s41929-023-01070-8", "citations": 206}]}]}, {"name": "Nitrogen & nitrate electrochemistry", "keywords": ["nitrogen reduction", "nitrate reduction", "ammonia synthesis", "ammonia electrosynthesis", "urea synthesis", "c-n coupling"], "paper_count": 1272, "papers": [{"year": 2026, "papers": [{"name": "Advances in Co-based electrocatalysts for sustainable ammonia synthesis: mechanisms, design strategies, and emerging applications", "title": "Advances in Co-based electrocatalysts for sustainable 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efficiency exceeding 27% enabled by ultrafast hot hole transfer with phthalocyanine derivatives", "journal": "Energy & Environmental Science", "url": "https://doi.org/10.1039/d4ee01839g", "citations": 77}]}]}], "paper_count": 4077}, {"name": "Heterogeneous & thermal catalysis", "children": [{"name": "Single-atom & cluster catalysts", "examples": ["Single-atom Pt1/FeOx"], "keywords": ["single-atom catalyst", "single atom catalyst", "single-atom", "atomically dispersed", "dual-atom", "subnanometer cluster"], "paper_count": 3265, "papers": [{"year": 2026, "papers": [{"name": "Current-assisted dual-atom catalyst sequentially boosts low-temperature propane combustion through atomic relay", "title": "Current-assisted dual-atom catalyst sequentially boosts low-temperature propane combustion through atomic relay", "journal": "Nature Chemistry", "url": "https://doi.org/10.1038/s41557-025-02062-w", "citations": 23}, {"name": "Spin Engineering of Dual-Atom Fe 2 Catalysts for Oxygen Reduction", "title": "Spin Engineering of Dual-Atom Fe 2 Catalysts for Oxygen Reduction", "journal": "CCS Chemistry", "url": "https://doi.org/10.31635/ccschem.025.202505566", "citations": 23}, {"name": "Janus Mn single atoms for triggering efficient photothermal catalytic CO 2 methanation through spin polarization effect", "title": "Janus Mn single atoms for triggering efficient photothermal catalytic CO 2 methanation through spin polarization effect", "journal": "Science Advances", "url": "https://doi.org/10.1126/sciadv.adz7504", "citations": 18}]}, {"year": 2025, "papers": [{"name": "Nano-island-encapsulated cobalt single-atom catalysts for breaking activity-stability trade-off in Fenton-like reactions", "title": "Nano-island-encapsulated cobalt single-atom catalysts for breaking activity-stability trade-off in Fenton-like reactions", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-024-55622-y", "citations": 160}, {"name": "Engineering the Lewis Acidity of Fe 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"https://doi.org/10.1126/science.adg5193", "citations": 384}, {"name": "Facilitating alkaline hydrogen evolution reaction on the hetero-interfaced Ru/RuO2 through Pt single atoms doping", "title": "Facilitating alkaline hydrogen evolution reaction on the hetero-interfaced Ru/RuO2 through Pt single atoms doping", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-024-45654-9", "citations": 370}, {"name": "Thermally Enhanced Relay Electrocatalysis of Nitrate-to-Ammonia Reduction over Single-Atom-Alloy Oxides", "title": "Thermally Enhanced Relay Electrocatalysis of Nitrate-to-Ammonia Reduction over Single-Atom-Alloy Oxides", "journal": "Journal of the American Chemical Society", "url": "https://doi.org/10.1021/jacs.4c00429", "citations": 319}]}]}, {"name": "Supported metal & alloy catalysts", "examples": ["Carbothermal shock"], "keywords": ["heterogeneous catalysis", "supported metal", "metal-support interaction", "alloy catalyst", "high-entropy catalyst", 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"Electrified synthesis of n-propanol using a dilute alloy catalyst", "journal": "Nature Catalysis", "url": "https://doi.org/10.1038/s41929-025-01301-0", "citations": 45}, {"name": "Prussian Blue Derived High‐Entropy Alloy Catalysts for Enhanced Electrochemical Nitrate Reduction to Ammonia", "title": "Prussian Blue Derived High‐Entropy Alloy Catalysts for Enhanced Electrochemical Nitrate Reduction to Ammonia", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202415970", "citations": 42}]}, {"year": 2024, "papers": [{"name": "Unusual Sabatier principle on high entropy alloy catalysts for hydrogen evolution reactions", "title": "Unusual Sabatier principle on high entropy alloy catalysts for hydrogen evolution reactions", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-023-44261-4", "citations": 392}, {"name": "Nature of metal-support interaction for metal catalysts on oxide supports", "title": "Nature of metal-support interaction 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"https://doi.org/10.1126/science.adu6907", "citations": 87}, {"name": "Atomic locations and adsorbate interactions of Al single and pair sites in H-ZSM-5 zeolite", "title": "Atomic locations and adsorbate interactions of Al single and pair sites in H-ZSM-5 zeolite", "journal": "Science", "url": "https://doi.org/10.1126/science.adq6644", "citations": 61}, {"name": "Pt migration–lockup in zeolite for stable propane dehydrogenation catalyst", "title": "Pt migration–lockup in zeolite for stable propane dehydrogenation catalyst", "journal": "Nature", "url": "https://doi.org/10.1038/s41586-025-09168-8", "citations": 58}]}, {"year": 2024, "papers": [{"name": "Stable anchoring of single rhodium atoms by indium in zeolite alkane dehydrogenation catalysts", "title": "Stable anchoring of single rhodium atoms by indium in zeolite alkane dehydrogenation catalysts", "journal": "Science", "url": "https://doi.org/10.1126/science.adk5195", "citations": 253}, {"name": "Dealuminated Beta zeolite reverses 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"citations": 188}, {"name": "A Ce-CuZn catalyst with abundant Cu/Zn-OV-Ce active sites for CO2 hydrogenation to methanol", "title": "A Ce-CuZn catalyst with abundant Cu/Zn-OV-Ce active sites for CO2 hydrogenation to methanol", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-024-46513-3", "citations": 173}, {"name": "Facilitating the dry reforming of methane with interfacial synergistic catalysis in an Ir@CeO2−x catalyst", "title": "Facilitating the dry reforming of methane with interfacial synergistic catalysis in an Ir@CeO2−x catalyst", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-024-48122-6", "citations": 161}]}]}], "paper_count": 4815}], "paper_count": 15981}, {"code": "ELEC", "name": "Electronics & photonics", "summary": "Materials for logic, memory, displays, light emission and light control.", "children": [{"name": "Semiconductor & 2D electronics", "children": [{"name": "2D-material transistors", "examples": ["MoS2 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"journal": "Advanced Energy Materials", "url": "https://doi.org/10.1002/aenm.70755", "citations": 14}, {"name": "A regenerable redox mediator for all-air processed wide-bandgap perovskite solar cells under high-humidity conditions", "title": "A regenerable redox mediator for all-air processed wide-bandgap perovskite solar cells under high-humidity conditions", "journal": "Energy & Environmental Science", "url": "https://doi.org/10.1039/d5ee05252a", "citations": 10}, {"name": "Photostable wide-bandgap perovskites with enhanced interface coupling for all-perovskite tandems", "title": "Photostable wide-bandgap perovskites with enhanced interface coupling for all-perovskite tandems", "journal": "Energy & Environmental Science", "url": "https://doi.org/10.1039/d5ee06683b", "citations": 7}]}, {"year": 2025, "papers": [{"name": "All-perovskite tandem solar cells achieving >29% efficiency with improved (100) orientation in wide-bandgap perovskites", "title": "All-perovskite tandem solar cells achieving >29% efficiency with improved (100) orientation in wide-bandgap perovskites", "journal": "Nature Materials", "url": "https://doi.org/10.1038/s41563-024-02073-x", "citations": 273}, {"name": "Strain-induced rubidium incorporation into wide-bandgap perovskites reduces photovoltage loss", "title": "Strain-induced rubidium incorporation into wide-bandgap perovskites reduces photovoltage loss", "journal": "Science", "url": "https://doi.org/10.1126/science.adt3417", "citations": 92}, {"name": "Modulating competitive adsorption of hybrid self-assembled molecules for efficient wide-bandgap perovskite solar cells and tandems", "title": "Modulating competitive adsorption of hybrid self-assembled molecules for efficient wide-bandgap perovskite solar cells and tandems", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-58111-y", "citations": 68}]}, {"year": 2024, "papers": [{"name": "Suppression of phase segregation in wide-bandgap perovskites with thiocyanate ions for perovskite/organic tandems with 25.06% efficiency", "title": "Suppression of phase segregation in wide-bandgap perovskites with thiocyanate ions for perovskite/organic tandems with 25.06% efficiency", "journal": "Nature Energy", "url": "https://doi.org/10.1038/s41560-024-01491-0", "citations": 251}, {"name": "Ultrahigh-mobility semiconducting epitaxial graphene on silicon carbide", "title": "Ultrahigh-mobility semiconducting epitaxial graphene on silicon carbide", "journal": "Nature", "url": "https://doi.org/10.1038/s41586-023-06811-0", "citations": 166}, {"name": "Achieving a high open-circuit voltage of 1.339 V in 1.77 eV wide-bandgap perovskite solar cells via self-assembled monolayers", "title": "Achieving a high open-circuit voltage of 1.339 V in 1.77 eV wide-bandgap perovskite solar cells via self-assembled monolayers", "journal": "Energy & Environmental Science", "url": "https://doi.org/10.1039/d3ee02839a", "citations": 157}]}]}], "paper_count": 4486}, {"name": "Memory & neuromorphic", "children": [{"name": "Memristors & resistive switching", "examples": ["Memristor"], "keywords": ["memristor", "memristive", "resistive switching", "resistive random access"], "paper_count": 911, "papers": [{"year": 2026, "papers": [{"name": "Conductance‐Dependent Photoresponse in a Dynamic SrTiO 3 Memristor for Biorealistic Computing", "title": "Conductance‐Dependent Photoresponse in a Dynamic SrTiO 3 Memristor for Biorealistic Computing", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202526153", "citations": 3}, {"name": "Integrated memristor for mitigating reverse-bias in perovskite solar cells", "title": "Integrated memristor for mitigating reverse-bias in perovskite solar cells", "journal": "Nature", "url": "https://doi.org/10.1038/s41586-026-10275-3", "citations": 3}, {"name": "A synergistic ZnO/FAPbBr 3 nanocrystal n–n heterojunction for low-bias, fast, broadband photodetection and memristive applications", "title": "A synergistic ZnO/FAPbBr 3 nanocrystal n–n heterojunction for low-bias, fast, broadband photodetection and memristive applications", "journal": "Nanoscale", "url": "https://doi.org/10.1039/d5nr04337a", "citations": 2}]}, {"year": 2025, "papers": [{"name": "Lead-Free Cs 3 Bi 2 I 9 Perovskite Memristors for Energy-Efficient Neuromorphic Computing", "title": "Lead-Free Cs 3 Bi 2 I 9 Perovskite Memristors for Energy-Efficient Neuromorphic Computing", "journal": "ACS Energy Letters", "url": "https://doi.org/10.1021/acsenergylett.5c00411", "citations": 31}, {"name": "An innovative biomimetic technology: Memristors mimic human sensation", "title": "An innovative biomimetic technology: Memristors mimic human sensation", "journal": "Nano Energy", "url": "https://doi.org/10.1016/j.nanoen.2025.110698", "citations": 30}, {"name": "Universal Core–Shell Nanowire Memristor Platform with Quasi‐2D Filament Confinement for Scalable Neuromorphic Applications", "title": "Universal Core–Shell Nanowire Memristor Platform with Quasi‐2D Filament Confinement for Scalable Neuromorphic Applications", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202518764", "citations": 26}]}, {"year": 2024, "papers": [{"name": "Fully integrated multi-mode optoelectronic memristor array for diversified in-sensor computing", "title": "Fully integrated multi-mode optoelectronic memristor array for diversified in-sensor computing", "journal": "Nature Nanotechnology", "url": "https://doi.org/10.1038/s41565-024-01794-z", "citations": 141}, {"name": "Linearly programmable two-dimensional halide perovskite memristor arrays for neuromorphic computing", "title": "Linearly programmable two-dimensional halide perovskite memristor arrays for neuromorphic computing", "journal": "Nature Nanotechnology", "url": "https://doi.org/10.1038/s41565-024-01790-3", "citations": 124}, {"name": "Self-Rectifying All-Optical Modulated Optoelectronic Multistates Memristor Crossbar Array for Neuromorphic Computing", "title": "Self-Rectifying All-Optical Modulated Optoelectronic Multistates Memristor Crossbar Array for Neuromorphic Computing", "journal": "Nano Letters", "url": "https://doi.org/10.1021/acs.nanolett.3c04358", "citations": 108}]}]}, {"name": "Ferroelectric devices", "examples": ["Ferroelectric HfO2"], "keywords": ["ferroelectric memory", "ferroelectric hafnia", "hafnium oxide", "ferroelectric field-effect", "ferroelectric tunnel junction", "ferroelectric"], "paper_count": 1916, "papers": [{"year": 2026, "papers": [{"name": "Facet-modulated ferroelectric polymers", "title": "Facet-modulated ferroelectric polymers", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-026-68855-w", "citations": 7}, {"name": "Hafnium oxide interface stabilization for efficient, photothermally stable perovskite solar cells", "title": "Hafnium oxide interface stabilization for efficient, photothermally stable perovskite solar cells", "journal": "Science", "url": "https://doi.org/10.1126/science.aea3339", "citations": 6}, {"name": "Controlling nitric oxide reduction to ammonia on defective α-In 2 Se 3 via ferroelectric polarization switching", "title": "Controlling nitric oxide reduction to ammonia on defective α-In 2 Se 3 via ferroelectric polarization switching", "journal": "Journal of Materials Chemistry A", "url": "https://doi.org/10.1039/d6ta00056h", "citations": 4}]}, {"year": 2025, "papers": [{"name": "Proposing Altermagnetic‐Ferroelectric Type‐III Multiferroics with Robust Magnetoelectric Coupling", "title": "Proposing Altermagnetic‐Ferroelectric Type‐III Multiferroics with Robust Magnetoelectric Coupling", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202502575", "citations": 70}, {"name": "Polar Vortices in Relaxor Ferroelectric Ceramics for High-Efficiency Capacitive Energy Storage", "title": "Polar Vortices in Relaxor Ferroelectric Ceramics for High-Efficiency Capacitive Energy Storage", "journal": "ACS Nano", "url": "https://doi.org/10.1021/acsnano.4c16672", "citations": 69}, {"name": "Polymorphic relaxor phase and defect dipole polarization co-reinforced capacitor energy storage in temperature-monitorable high-entropy ferroelectrics", "title": "Polymorphic relaxor phase and defect dipole polarization co-reinforced capacitor energy storage in temperature-monitorable high-entropy ferroelectrics", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-57139-4", "citations": 66}]}, {"year": 2024, "papers": [{"name": "Biodegradable ferroelectric molecular crystal with large piezoelectric response", "title": "Biodegradable ferroelectric molecular crystal with large piezoelectric response", "journal": "Science", "url": "https://doi.org/10.1126/science.adj1946", "citations": 228}, {"name": "Developing fatigue-resistant ferroelectrics using interlayer sliding switching", "title": "Developing fatigue-resistant ferroelectrics using interlayer sliding switching", "journal": "Science", "url": "https://doi.org/10.1126/science.ado1744", "citations": 224}, {"name": "Coexisting Magnetism, Ferroelectric, and Ferrovalley Multiferroic in Stacking-Dependent Two-Dimensional Materials", "title": "Coexisting Magnetism, Ferroelectric, and Ferrovalley Multiferroic in Stacking-Dependent Two-Dimensional Materials", "journal": "Nano Letters", "url": "https://doi.org/10.1021/acs.nanolett.4c00597", "citations": 145}]}]}, {"name": "Neuromorphic & in-memory computing", "keywords": ["neuromorphic", "artificial synapse", "synaptic", "in-memory computing", "reservoir computing"], "paper_count": 2254, "papers": [{"year": 2026, "papers": [{"name": "In-sensor polychromatic visual information processing enabled by all-optical controlled neuromorphic devices", "title": "In-sensor polychromatic visual information processing enabled by all-optical controlled neuromorphic devices", "journal": "Nano Energy", "url": "https://doi.org/10.1016/j.nanoen.2026.111715", "citations": 16}, {"name": "Coupled ferroelectric-anisotropic optoelectronic synapse for polarization-sensitive neuromorphic vision", "title": "Coupled ferroelectric-anisotropic optoelectronic synapse for polarization-sensitive neuromorphic vision", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-68206-1", "citations": 3}, {"name": "Axially Chiral Semiconducting Polymers Enabling NIR Circularly Polarized Light‐Sensing Phototransistors and Neuromorphic Synapses", "title": "Axially Chiral Semiconducting Polymers Enabling NIR Circularly Polarized Light‐Sensing Phototransistors and Neuromorphic Synapses", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.72934", "citations": 2}]}, {"year": 2025, "papers": [{"name": "High‐Precision Multibit Opto‐Electronic Synapses Based on ReS 2 /h‐BN/Graphene Heterostructure for Energy‐Efficient and High‐Accuracy Neuromorphic Computing", "title": "High‐Precision Multibit Opto‐Electronic Synapses Based on ReS 2 /h‐BN/Graphene Heterostructure for Energy‐Efficient and High‐Accuracy Neuromorphic Computing", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202509119", "citations": 64}, {"name": "Relaxor Antiferroelectric Dynamics for Neuromorphic Computing", "title": "Relaxor Antiferroelectric Dynamics for Neuromorphic Computing", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202419204", "citations": 49}, {"name": "Distinct synaptic plasticity rules operate across dendritic compartments in vivo during learning", "title": "Distinct synaptic plasticity rules operate across dendritic compartments in vivo during learning", "journal": "Science", "url": "https://doi.org/10.1126/science.ads4706", "citations": 44}]}, {"year": 2024, "papers": [{"name": "Neurotransmitter classification from electron microscopy images at synaptic sites in Drosophila melanogaster", "title": "Neurotransmitter classification from electron microscopy images at synaptic 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"Heterogeneous Coherent Interface Enabling Nonstochastic Crystallization for Phase‐Change Memory", "title": "Heterogeneous Coherent Interface Enabling Nonstochastic Crystallization for Phase‐Change Memory", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202523223"}, {"name": "Nitrogen‐Doped GeTeS Ovonic Threshold Switching Selector With Optimized Performance Trade‐Off for 1S–1R Phase‐Change Memory", "title": "Nitrogen‐Doped GeTeS Ovonic Threshold Switching Selector With Optimized Performance Trade‐Off for 1S–1R Phase‐Change Memory", "journal": "Small", "url": "https://doi.org/10.1002/smll.74774"}, {"name": "Phase‐Change Memory for Cryogenic In‐Memory Computing", "title": "Phase‐Change Memory for Cryogenic In‐Memory Computing", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202525704"}]}, {"year": 2025, "papers": [{"name": "Enhancing elemental phase-change chalcogenide glass through tailored alloying", "title": "Enhancing elemental phase-change chalcogenide glass through tailored alloying", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2025.120896", "citations": 8}, {"name": "The physics and promise of phase change memory in non-von Neumann computing and machine learning", "title": "The physics and promise of phase change memory in non-von Neumann computing and machine learning", "journal": "Journal of Materials Chemistry C", "url": "https://doi.org/10.1039/d5tc02344k", "citations": 3}, {"name": "Self‐Assembled Monolayer‐Free Area‐Selective Atomic Layer Deposition for Confined Structure Integration of High‐Reliability 3D Phase‐Change Memory", "title": "Self‐Assembled Monolayer‐Free Area‐Selective Atomic Layer Deposition for Confined Structure Integration of High‐Reliability 3D Phase‐Change Memory", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202524976", "citations": 0}]}, {"year": 2024, "papers": [{"name": "Unravelling the 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Low‐Temperature Atomic Layer Deposition", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202408897", "citations": 15}]}]}], "paper_count": 4366}, {"name": "Light emission & detection", "children": [{"name": "OLEDs & TADF emitters", "examples": ["OLED (Tang & VanSlyke)", "TADF"], "keywords": ["organic light-emitting", "^oled", "thermally activated delayed fluorescence", "^tadf", "multiple resonance"], "paper_count": 1073, "papers": [{"year": 2026, "papers": [{"name": "Thermally Activated Delayed Fluorescence Delivers High-Efficiency Blue Persistent Luminescence in Metallic Halide Perovskites", "title": "Thermally Activated Delayed Fluorescence Delivers High-Efficiency Blue Persistent Luminescence in Metallic Halide Perovskites", "journal": "CCS Chemistry", "url": "https://doi.org/10.31635/ccschem.025.202505943", "citations": 7}, {"name": "Stable deep-blue organic light-emitting diodes based on sensitized fluorescence", "title": "Stable deep-blue organic light-emitting diodes based on sensitized fluorescence", "journal": "Nature Photonics", "url": "https://doi.org/10.1038/s41566-025-01810-1", "citations": 5}, {"name": "Aggregation-induced emission-active thermally activated delayed fluorescent materials for solution-processed organic light-emitting diodes: a review", "title": "Aggregation-induced emission-active thermally activated delayed fluorescent materials for solution-processed organic light-emitting diodes: a review", "journal": "Journal of Materials Chemistry C", "url": "https://doi.org/10.1039/d5tc02758f", "citations": 3}]}, {"year": 2025, "papers": [{"name": "Purely organic room-temperature phosphorescence sensitizers for highly efficient hyperfluorescence OLEDs", "title": "Purely organic room-temperature phosphorescence sensitizers for highly efficient hyperfluorescence OLEDs", "journal": "Science Advances", "url": "https://doi.org/10.1126/sciadv.adt7899", "citations": 46}, {"name": "High-efficiency and long-lifetime deep-blue phosphorescent OLEDs using deuterated exciplex-forming host", "title": "High-efficiency and long-lifetime deep-blue phosphorescent OLEDs using deuterated exciplex-forming host", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-59583-8", "citations": 43}, {"name": "High-performance deep-blue phosphorescent organic light-emitting diodes enabled by a platinum(ii) emitter", "title": "High-performance deep-blue phosphorescent organic light-emitting diodes enabled by a platinum(ii) emitter", "journal": "Nature Photonics", "url": "https://doi.org/10.1038/s41566-025-01706-0", "citations": 42}]}, {"year": 2024, "papers": [{"name": "Deep-blue organic light-emitting diodes for ultrahigh-definition displays", "title": "Deep-blue organic light-emitting diodes for ultrahigh-definition displays", "journal": "Nature Photonics", "url": "https://doi.org/10.1038/s41566-024-01508-w", "citations": 181}, {"name": "A figure of merit for efficiency roll-off in TADF-based organic LEDs", "title": "A figure of merit for efficiency roll-off in TADF-based organic LEDs", "journal": "Nature", "url": "https://doi.org/10.1038/s41586-024-07149-x", "citations": 144}, {"name": "Tailored Fabrication of Full‐Color Ultrastable Room‐Temperature Phosphorescence Carbon Dots Composites with Unexpected Thermally Activated Delayed Fluorescence", "title": "Tailored Fabrication of Full‐Color Ultrastable Room‐Temperature Phosphorescence Carbon Dots Composites with Unexpected Thermally Activated Delayed Fluorescence", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202401220", "citations": 139}]}]}, {"name": "Perovskite & quantum-dot LEDs", "examples": ["Perovskite LED", "Quantum-dot LED"], "keywords": ["perovskite light-emitting", "perovskite led", "quantum dot light-emitting", "quantum-dot light-emitting", "^qled", "electroluminescence"], "paper_count": 899, "papers": [{"year": 2026, "papers": [{"name": "Maximizing perovskite 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"Nanoscale", "url": "https://doi.org/10.1039/d5nr03378k", "citations": 12}, {"name": "0D/2D Nanomaterials Heterostructures for High‐Performance Photodetectors: Combining Quantum Dots With 2D Materials", "title": "0D/2D Nanomaterials Heterostructures for High‐Performance Photodetectors: Combining Quantum Dots With 2D Materials", "journal": "Small", "url": "https://doi.org/10.1002/smll.202509786", "citations": 3}, {"name": "Exciton Diffusion‐Suppressed Scintillator for Ultrafast and High‐Resolution Radiography", "title": "Exciton Diffusion‐Suppressed Scintillator for Ultrafast and High‐Resolution Radiography", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202521327", "citations": 3}]}, {"year": 2025, "papers": [{"name": "Van Der Waals Hybrid Integration of 2D Semimetals for Broadband Photodetection", "title": "Van Der Waals Hybrid Integration of 2D Semimetals for Broadband Photodetection", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202415717", "citations": 78}, {"name": "High‐Performance Infrared Self‐Powered Photodetector Based on 2D Van der Waals Heterostructures", "title": "High‐Performance Infrared Self‐Powered Photodetector Based on 2D Van der Waals Heterostructures", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202421525", "citations": 66}, {"name": "Perovskite retinomorphic image sensor for embodied intelligent vision", "title": "Perovskite retinomorphic image sensor for embodied intelligent vision", "journal": "Science Advances", "url": "https://doi.org/10.1126/sciadv.ads2834", "citations": 57}]}, {"year": 2024, "papers": [{"name": "Silver telluride colloidal quantum dot infrared photodetectors and image sensors", "title": "Silver telluride colloidal quantum dot infrared photodetectors and image sensors", "journal": "Nature Photonics", "url": "https://doi.org/10.1038/s41566-023-01345-3", "citations": 204}, {"name": "Suppressed ion migration for high-performance X-ray detectors based on atmosphere-controlled EFG-grown perovskite CsPbBr3 single crystals", "title": "Suppressed ion migration for high-performance X-ray detectors based on atmosphere-controlled EFG-grown perovskite CsPbBr3 single crystals", "journal": "Nature Photonics", "url": "https://doi.org/10.1038/s41566-024-01480-5", "citations": 117}, {"name": "Homo‐type α‐In 2 Se 3 /PdSe 2 Ferroelectric van der Waals Heterojunction Photodetectors with High‐performance and Broadband", "title": "Homo‐type α‐In 2 Se 3 /PdSe 2 Ferroelectric van der Waals Heterojunction Photodetectors with High‐performance and Broadband", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202315543", "citations": 93}]}]}, {"name": "Lasers & luminescent materials", "keywords": ["lasing", "microlaser", "phosphor", "persistent luminescence", "upconversion", "afterglow"], "paper_count": 1544, "papers": [{"year": 2026, "papers": [{"name": "Donor-Sensitizer-Acceptor Three-Component System for Organic Long-Persistent Luminescence Materials", "title": "Donor-Sensitizer-Acceptor Three-Component System for Organic Long-Persistent Luminescence Materials", "journal": "CCS Chemistry", "url": "https://doi.org/10.31635/ccschem.025.202505511", "citations": 7}, {"name": "Thermally Activated Delayed Fluorescence Delivers High-Efficiency Blue Persistent Luminescence in Metallic Halide Perovskites", "title": "Thermally Activated Delayed Fluorescence Delivers High-Efficiency Blue Persistent Luminescence in Metallic Halide Perovskites", "journal": "CCS Chemistry", "url": "https://doi.org/10.31635/ccschem.025.202505943", "citations": 7}, {"name": "Chiral orbital lasing in a twisted bilayer metasurface", "title": "Chiral orbital lasing in a twisted bilayer metasurface", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-026-69665-w", "citations": 4}]}, {"year": 2025, "papers": [{"name": "Challenges and Opportunities of Upconversion 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"citations": 2}, {"name": "Thin film lithium niobate on sapphire for integrated mid-infrared modulator", "title": "Thin film lithium niobate on sapphire for integrated mid-infrared modulator", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-026-69880-5", "citations": 2}]}, {"year": 2025, "papers": [{"name": "Integrated lithium niobate photonic millimetre-wave radar", "title": "Integrated lithium niobate photonic millimetre-wave radar", "journal": "Nature Photonics", "url": "https://doi.org/10.1038/s41566-024-01608-7", "citations": 55}, {"name": "Barium titanate and lithium niobate permittivity and Pockels coefficients from megahertz to sub-terahertz frequencies", "title": "Barium titanate and lithium niobate permittivity and Pockels coefficients from megahertz to sub-terahertz frequencies", "journal": "Nature Materials", "url": "https://doi.org/10.1038/s41563-025-02158-1", "citations": 49}, {"name": "Phosphorescent Liquid Crystalline Polymer‐based Circularly Polarized Luminescence Optical Waveguides for Enhanced Photonic Signal Processing and Information Encryption", "title": "Phosphorescent Liquid Crystalline Polymer‐based Circularly Polarized Luminescence Optical Waveguides for Enhanced Photonic Signal Processing and Information Encryption", "journal": "Angewandte Chemie International Edition", "url": "https://doi.org/10.1002/anie.202423395", "citations": 43}]}, {"year": 2024, "papers": [{"name": "Full-colour 3D holographic augmented-reality displays with metasurface waveguides", "title": "Full-colour 3D holographic augmented-reality displays with metasurface waveguides", "journal": "Nature", "url": "https://doi.org/10.1038/s41586-024-07386-0", "citations": 260}, {"name": "Integrated lithium niobate microwave photonic processing engine", "title": "Integrated lithium niobate microwave photonic processing engine", "journal": "Nature", "url": "https://doi.org/10.1038/s41586-024-07078-9", "citations": 179}, {"name": "Visible-to-ultraviolet 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"https://doi.org/10.1002/adma.202502706", "citations": 72}, {"name": "Hofmeister Effect‐Enhanced, Nanoparticle‐Shielded, Thermally Stable Hydrogels for Anti‐UV, Fast‐Response, and All‐Day‐Modulated Smart Windows", "title": "Hofmeister Effect‐Enhanced, Nanoparticle‐Shielded, Thermally Stable Hydrogels for Anti‐UV, Fast‐Response, and All‐Day‐Modulated Smart Windows", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202418372", "citations": 46}, {"name": "Integrated device of luminescent solar concentrators and electrochromic supercapacitors for self-powered smart window and display", "title": "Integrated device of luminescent solar concentrators and electrochromic supercapacitors for self-powered smart window and display", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-57369-6", "citations": 32}]}, {"year": 2024, "papers": [{"name": "Achieving Broadband Microwave Shielding, Thermal Management, and Smart Window in Energy‐Efficient 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"Signatures of ambient pressure superconductivity in thin film La3Ni2O7", "title": "Signatures of ambient pressure superconductivity in thin film La3Ni2O7", "journal": "Nature", "url": "https://doi.org/10.1038/s41586-024-08525-3", "citations": 164}]}]}, {"name": "Hydride & pressure-induced superconductors", "examples": ["H3S superconductor"], "keywords": ["hydride superconductor", "superhydride", "pressure-induced superconductivity"], "paper_count": 27, "papers": [{"year": 2026, "papers": [{"name": "A chemical bonding based descriptor for predicting the role of anharmonicity induced by quantum nuclear effects in hydride superconductors", "title": "A chemical bonding based descriptor for predicting the role of anharmonicity induced by quantum nuclear effects in hydride superconductors", "journal": "npj Computational Materials", "url": "https://doi.org/10.1038/s41524-026-01973-7", "citations": 2}, {"name": "Pressure-induced superconductivity beyond magnetic quantum criticality in a Kondo 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"Ultra-narrowband and rainbow-free mid-infrared thermal emitters enabled by a flat band design in distorted photonic lattices", "title": "Ultra-narrowband and rainbow-free mid-infrared thermal emitters enabled by a flat band design in distorted photonic lattices", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-024-48499-4", "citations": 81}]}]}, {"name": "Strongly correlated & quantum spin liquids", "keywords": ["strongly correlated", "quantum spin liquid", "heavy fermion", "charge density wave", "mott insulator", "kagome"], "paper_count": 633, "papers": [{"year": 2026, "papers": [{"name": "Unraveling intertwined orders in the strongly correlated kagome metal CsCr3Sb5", "title": "Unraveling intertwined orders in the strongly correlated kagome metal CsCr3Sb5", "journal": "National Science Review", "url": "https://doi.org/10.1093/nsr/nwag044", "citations": 2}, {"name": "Importance of ligand on-site interactions for the description of Mott-insulators in DFT+DMFT", "title": "Importance of ligand on-site interactions for the description of Mott-insulators in DFT+DMFT", "journal": "npj Computational Materials", "url": "https://doi.org/10.1038/s41524-025-01928-4", "citations": 1}, {"name": "Nanoscale Manipulation of the Local Kondo Effect in an Artificial Heavy-Fermion System", "title": "Nanoscale Manipulation of the Local Kondo Effect in an Artificial Heavy-Fermion System", "journal": "ACS Nano", "url": "https://doi.org/10.1021/acsnano.5c18660", "citations": 1}]}, {"year": 2025, "papers": [{"name": "Charge Density Wave and Ferromagnetism in Intercalated CrSBr", "title": "Charge Density Wave and Ferromagnetism in Intercalated CrSBr", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202418066", "citations": 21}, {"name": "Atomic manipulation of the emergent quasi-2D superconductivity and pair density wave in a kagome metal", "title": "Atomic manipulation of the emergent quasi-2D superconductivity and pair density wave in a kagome metal", "journal": "Nature Nanotechnology", "url": "https://doi.org/10.1038/s41565-025-01940-1", "citations": 18}, {"name": "Spin density wave and van Hove singularity in the kagome metal CeTi3Bi4", "title": "Spin density wave and van Hove singularity in the kagome metal CeTi3Bi4", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-59460-4", "citations": 16}]}, {"year": 2024, "papers": [{"name": "Superconducting diode effect and interference patterns in kagome CsV3Sb5", "title": "Superconducting diode effect and interference patterns in kagome CsV3Sb5", "journal": "Nature", "url": "https://doi.org/10.1038/s41586-024-07431-y", "citations": 94}, {"name": "Superconductivity under pressure in a chromium-based kagome metal", "title": "Superconductivity under pressure in a chromium-based kagome metal", "journal": "Nature", "url": "https://doi.org/10.1038/s41586-024-07761-x", "citations": 86}, {"name": "Chiral kagome superconductivity modulations with 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"https://doi.org/10.1002/smll.202511790", "citations": 1}, {"name": "Hydrothermal synthesis and comprehensive DFT evaluation of Ba 2 PrMnO 6 double perovskite nanocrystals for next-generation spintronic and optoelectronic technologies", "title": "Hydrothermal synthesis and comprehensive DFT evaluation of Ba 2 PrMnO 6 double perovskite nanocrystals for next-generation spintronic and optoelectronic technologies", "journal": "Journal of Materials Chemistry C", "url": "https://doi.org/10.1039/d5tc04258e", "citations": 1}]}, {"year": 2025, "papers": [{"name": "Tracking the correlation between spintronic structure and oxygen evolution reaction mechanism of cobalt-ruthenium-based electrocatalyst", "title": "Tracking the correlation between spintronic structure and oxygen evolution reaction mechanism of cobalt-ruthenium-based electrocatalyst", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-024-55688-8", "citations": 49}, {"name": "Spin‐Polarized Antiferromagnets for 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based on spoof plasmonic skyrmions", "journal": "National Science Review", "url": "https://doi.org/10.1093/nsr/nwag028", "citations": 1}, {"name": "Dzyaloshinskii–Moriya interaction engineering for field-free ultra-small skyrmions in alkali-functionalized monolayer Cr 2 Te 3", "title": "Dzyaloshinskii–Moriya interaction engineering for field-free ultra-small skyrmions in alkali-functionalized monolayer Cr 2 Te 3", "journal": "Journal of Materials Chemistry C", "url": "https://doi.org/10.1039/d6tc00157b", "citations": 0}, {"name": "Hybrid magnetic skyrmions with near-zero Hall angle and electrical switchability in a 2D multiferroic", "title": "Hybrid magnetic skyrmions with near-zero Hall angle and electrical switchability in a 2D multiferroic", "journal": "npj Computational Materials", "url": "https://doi.org/10.1038/s41524-026-02030-z", "citations": 0}]}, {"year": 2025, "papers": [{"name": "Strain Gradient Induced Skyrmion in a van der Waals Magnet by Wrinkling", "title": "Strain 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"https://doi.org/10.1038/s41467-024-45310-2", "citations": 85}, {"name": "Optical skyrmions from metafibers with subwavelength features", "title": "Optical skyrmions from metafibers with subwavelength features", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-024-54207-z", "citations": 62}, {"name": "Giant electric field-induced second harmonic generation in polar skyrmions", "title": "Giant electric field-induced second harmonic generation in polar skyrmions", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-024-45755-5", "citations": 56}]}]}, {"name": "Permanent & soft magnets", "examples": ["Nd2Fe14B magnet"], "keywords": ["permanent magnet", "rare-earth magnet", "ndfeb", "soft magnetic", "magnetocaloric", "magnetostriction"], "paper_count": 277, "papers": [{"year": 2026, "papers": [{"name": "Cryogenic magnetocaloric properties of zinc-based perovskite Nd2ZnZn(Zn2Sb2)O12 with A-site columnar-type and B-site rock-salt-type orders", "title": "Cryogenic magnetocaloric properties of zinc-based perovskite Nd2ZnZn(Zn2Sb2)O12 with A-site columnar-type and B-site rock-salt-type orders", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2025.121626", "citations": 2}, {"name": "Exploration of the magnetocaloric effect in SrRuO 3 and BiFeO 3 /SrRuO 3 films via vacancy and interface design", "title": "Exploration of the magnetocaloric effect in SrRuO 3 and BiFeO 3 /SrRuO 3 films via vacancy and interface design", "journal": "Journal of Materials Chemistry C", "url": "https://doi.org/10.1039/d5tc04138d", "citations": 0}, {"name": "High crystallinity nanocrystalline soft magnetic composites with low power loss in MHz for advanced chip inductors", "title": "High crystallinity nanocrystalline soft magnetic composites with low power loss in MHz for advanced chip inductors", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2026.122133", "citations": 0}]}, {"year": 2025, "papers": 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alloys", "examples": ["Printable high-strength Al"], "keywords": ["steel", "titanium alloy", "aluminum alloy", "aluminium alloy", "magnesium alloy", "superalloy"], "paper_count": 651, "papers": [{"year": 2026, "papers": [{"name": "Oxide stress and fracture susceptibility on a surface gradient microstructure of an additively manufactured steel", "title": "Oxide stress and fracture susceptibility on a surface gradient microstructure of an additively manufactured steel", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2025.121779", "citations": 72}, {"name": "Manipulating intrinsic eutectic for hot cracking suppression and synchronous strengthening via segregation engineering in an additively manufactured superalloy", "title": "Manipulating intrinsic eutectic for hot cracking suppression and synchronous strengthening via segregation engineering in an additively manufactured superalloy", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2025.121668", "citations": 14}, {"name": "Microbiologically assisted stress corrosion cracking of X80 pipeline steel welded joint under cathodic protection", "title": "Microbiologically assisted stress corrosion cracking of X80 pipeline steel welded joint under cathodic protection", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2025.121722", "citations": 12}]}, {"year": 2025, "papers": [{"name": "Predicting intergranular stress corrosion cracking of stainless steels in high-temperature water by incorporating crystallographic factor", "title": "Predicting intergranular stress corrosion cracking of stainless steels in high-temperature water by incorporating crystallographic factor", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2025.121322", "citations": 75}, {"name": "Superior resistance to cyclic creep in a gradient structured steel", "title": "Superior resistance to cyclic creep in a gradient 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brittle intermetallics enhances cryogenic strength and ductility of steels", "journal": "Science", "url": "https://doi.org/10.1126/science.ado2919", "citations": 201}, {"name": "Ultrauniform, strong, and ductile 3D-printed titanium alloy through bifunctional alloy design", "title": "Ultrauniform, strong, and ductile 3D-printed titanium alloy through bifunctional alloy design", "journal": "Science", "url": "https://doi.org/10.1126/science.adj0141", "citations": 176}]}]}, {"name": "Strength–ductility via microstructure", "examples": ["Gradient nano-grained Cu", "Nanotwinned Cu"], "keywords": ["strength-ductility", "strength and ductility", "gradient structure", "nanotwin", "heterogeneous structure", "grain refinement", "work hardening", "strain hardening"], "paper_count": 425, "papers": [{"year": 2026, "papers": [{"name": "Achieving strength-ductility synergy in Mg-Li alloy via heterogeneous structure and shearable precipitates", "title": "Achieving strength-ductility synergy in Mg-Li 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exceptional cryogenic strength-strain hardening synergy in a heterostructured medium entropy alloy", "title": "Discontinuous precipitation enables an exceptional cryogenic strength-strain hardening synergy in a heterostructured medium entropy alloy", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2025.120955", "citations": 62}, {"name": "Excellent energy storage properties in lead-free ferroelectric ceramics via heterogeneous structure design", "title": "Excellent energy storage properties in lead-free ferroelectric ceramics via heterogeneous structure design", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-56767-0", "citations": 62}, {"name": "The role of layer strength ratio in enhancing strain hardening and achieving strength-ductility synergy in heterostructured materials", "title": "The role of layer strength ratio in enhancing strain hardening and achieving strength-ductility synergy in heterostructured materials", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2025.120928", "citations": 59}]}, {"year": 2024, "papers": [{"name": "Negative mixing enthalpy solid solutions deliver high strength and ductility", "title": "Negative mixing enthalpy solid solutions deliver high strength and ductility", "journal": "Nature", "url": "https://doi.org/10.1038/s41586-023-06894-9", "citations": 256}, {"name": "Shearing brittle intermetallics enhances cryogenic strength and ductility of steels", "title": "Shearing brittle intermetallics enhances cryogenic strength and ductility of steels", "journal": "Science", "url": "https://doi.org/10.1126/science.ado2919", "citations": 201}, {"name": "Spontaneous grain refinement effect of rare earth zinc alloy anodes enables stable zinc batteries", "title": "Spontaneous grain refinement effect of rare earth zinc alloy anodes enables stable zinc batteries", "journal": "National Science Review", "url": "https://doi.org/10.1093/nsr/nwae205", "citations": 107}]}]}, {"name": "Metallic glasses", "examples": ["Metallic glass (Au–Si)"], "keywords": ["metallic glass", "bulk metallic glass", "amorphous alloy"], "paper_count": 135, "papers": [{"year": 2026, "papers": [{"name": "An effective criterion for predicting rejuvenation capacity of metallic glasses: Quantification of relaxation-mode competitions", "title": "An effective criterion for predicting rejuvenation capacity of metallic glasses: Quantification of relaxation-mode competitions", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2025.121702", "citations": 7}, {"name": "Repeated rejuvenation from relaxed metallic glasses through the memory effect", "title": "Repeated rejuvenation from relaxed metallic glasses through the memory effect", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2025.121732", "citations": 3}, {"name": "Atomic-scale strain fluctuations as an origin for elastic microstructures in metallic glasses", "title": "Atomic-scale strain fluctuations as an origin for elastic microstructures in metallic glasses", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2026.121982", "citations": 2}]}, {"year": 2025, "papers": [{"name": "Designing Fe‐Based Amorphous Alloys With both Ultra‐High Magnetization and Ultra‐Low Coercivity Through Artificial Intelligence", "title": "Designing Fe‐Based Amorphous Alloys With both Ultra‐High Magnetization and Ultra‐Low Coercivity Through Artificial Intelligence", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202425588", "citations": 21}, {"name": "Modulating product selectivity in lignin electroreduction with a robust metallic glass catalyst", "title": "Modulating product selectivity in lignin electroreduction with a robust metallic glass catalyst", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-58556-1", "citations": 20}, {"name": "Sluggish dynamics in Al-containing metallic glass-forming melts", "title": "Sluggish dynamics in Al-containing metallic glass-forming melts", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2024.120652", "citations": 16}]}, {"year": 2024, "papers": [{"name": "Structure and entropy control of polyamorphous transition in high-entropy metallic glasses", "title": "Structure and entropy control of polyamorphous transition in high-entropy metallic glasses", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2024.119701", "citations": 40}, {"name": "Design of Light-Driven Biocompatible and Biodegradable Microrobots Containing Mg-Based Metallic Glass Nanowires", "title": "Design of Light-Driven Biocompatible and Biodegradable Microrobots Containing Mg-Based Metallic Glass Nanowires", "journal": "ACS Nano", "url": "https://doi.org/10.1021/acsnano.3c08277", "citations": 38}, {"name": "Superior mechanical properties of a Zr-based bulk metallic glass via laser powder bed fusion process control", "title": "Superior mechanical properties of a Zr-based bulk metallic glass via laser powder bed fusion process control", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2024.119685", "citations": 36}]}]}], "paper_count": 1921}, {"name": "Ceramics, composites & architected materials", "children": [{"name": "Structural ceramics & glasses", "keywords": ["structural ceramic", "ultra-high temperature ceramic", "high-entropy ceramic", "toughened ceramic", "oxide glass", "silicate glass"], "paper_count": 71, "papers": [{"year": 2026, "papers": [{"name": "4D printing of hierarchically porous carbon–supported high-entropy ceramic metamaterial for tunable microwave absorption", "title": "4D printing of hierarchically porous carbon–supported high-entropy ceramic metamaterial for tunable microwave absorption", "journal": "Science Advances", "url": "https://doi.org/10.1126/sciadv.aed0172", "citations": 1}, {"name": "Electronic band and core-shell structure engineering enables ultrahigh energy storage in high-entropy ceramics", "title": "Electronic band and core-shell structure engineering enables ultrahigh energy storage in high-entropy ceramics", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-026-71892-0", "citations": 0}, {"name": "Beyond linear elastic fracture mechanics: Atomistic modeling of fracture toughness in silicate glasses via energy landscape sampling", "title": "Beyond linear elastic fracture mechanics: Atomistic modeling of fracture toughness in silicate glasses via energy landscape sampling", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2026.122520"}]}, {"year": 2025, "papers": [{"name": "From window panes to bone regeneration: structure, viscosity and bioactivity of soda lime silicate glasses", "title": "From window panes to bone regeneration: structure, viscosity and bioactivity of soda lime silicate glasses", "journal": "Journal of Materials Chemistry B", "url": "https://doi.org/10.1039/d4tb02414a", "citations": 10}, {"name": "Lightweight and ultrastrong 3D nanoarchitected high-entropy ceramic metamaterials", "title": "Lightweight and ultrastrong 3D nanoarchitected high-entropy ceramic metamaterials", "journal": "Science Advances", "url": "https://doi.org/10.1126/sciadv.adw6632", "citations": 7}, {"name": "A flexible high-temperature insulating high entropy ceramic fiber membrane for thermal runaway protection in lithium-ion batteries", "title": "A flexible high-temperature insulating high entropy ceramic fiber membrane for thermal runaway protection in lithium-ion batteries", "journal": "Journal of Materials Chemistry A", "url": "https://doi.org/10.1039/d5ta02532j", "citations": 6}]}, {"year": 2024, "papers": [{"name": "Ultrastrong and High Thermal Insulating Porous High‐Entropy Ceramics up to 2000 °C", "title": "Ultrastrong and High Thermal Insulating Porous High‐Entropy Ceramics up to 2000 °C", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202311870", "citations": 148}, {"name": "Macro‐Superlubricity Induced by Tribocatalysis of High‐Entropy Ceramics", "title": "Macro‐Superlubricity Induced by Tribocatalysis of High‐Entropy Ceramics", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202413781", "citations": 28}, {"name": "Sophisticated Structural Ceramics Shaped from 3D Printed Hydrogel Preceramic Skeleton", "title": "Sophisticated Structural Ceramics Shaped from 3D Printed Hydrogel Preceramic Skeleton", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202404469", "citations": 26}]}]}, {"name": "Fiber-reinforced & nanocomposites", "keywords": ["fiber-reinforced", "carbon fiber", "nanocomposite", "polymer composite", "ceramic matrix composite"], "paper_count": 1986, "papers": [{"year": 2026, "papers": [{"name": "Thermosensitive antibacterial nanocomposite hydrogel guiding macrophage polarization and bone regeneration for periodontitis treatment", "title": "Thermosensitive antibacterial nanocomposite hydrogel guiding macrophage polarization and bone regeneration for periodontitis treatment", "journal": "Bioactive Materials", "url": "https://doi.org/10.1016/j.bioactmat.2025.09.030", "citations": 19}, {"name": "Multifunctional polymer composite phase change material with efficient thermal management and electromagnetic shielding properties", "title": "Multifunctional polymer composite phase change material with efficient thermal management and electromagnetic shielding properties", "journal": "Polymer", "url": "https://doi.org/10.1016/j.polymer.2026.129603", "citations": 7}, {"name": "Superior high-temperature capacitive energy storage performance enabled by in situ grown nanodots in polymer nanocomposites", "title": "Superior high-temperature capacitive energy storage performance enabled by in situ grown nanodots in polymer nanocomposites", "journal": "Energy & Environmental Science", "url": "https://doi.org/10.1039/d5ee06723e", "citations": 6}]}, {"year": 2025, "papers": [{"name": "State‐of‐the‐Art, Insights, and Perspectives for MOFs‐Nanocomposites and MOF‐Derived (Nano)Materials", "title": "State‐of‐the‐Art, Insights, and Perspectives for MOFs‐Nanocomposites and MOF‐Derived (Nano)Materials", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202415399", "citations": 99}, {"name": "A review of machine learning applications in polymer composites: advancements, challenges, and future prospects", "title": "A review of machine learning applications in polymer composites: advancements, challenges, and future prospects", "journal": "Journal of Materials Chemistry A", "url": "https://doi.org/10.1039/d5ta00982k", "citations": 91}, {"name": "High‐Temperature Polymer Composite Dielectrics: Energy Storage Performance, Large‐Scale Preparation, and Device Design", "title": "High‐Temperature Polymer Composite Dielectrics: Energy Storage Performance, Large‐Scale Preparation, and Device Design", 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Channels for Wide Humidity Atmospheric Water Harvesting", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.74928", "citations": 4}, {"name": "Bioinspired Quinone Redox Cycling Enables Highly Selective Photocatalytic Hydrogen Peroxide Production via Electron–Proton Relay", "title": "Bioinspired Quinone Redox Cycling Enables Highly Selective Photocatalytic Hydrogen Peroxide Production via Electron–Proton Relay", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202521050", "citations": 4}]}, {"year": 2025, "papers": [{"name": "Bio-inspired proton relay for promoting continuous 5-hydroxymethylfurfural electrooxidation in a flowing system", "title": "Bio-inspired proton relay for promoting continuous 5-hydroxymethylfurfural electrooxidation in a flowing system", "journal": "Energy & Environmental Science", "url": "https://doi.org/10.1039/d4ee05745g", "citations": 102}, {"name": "Boosting mechanical durability under high humidity by bioinspired multisite polymer for high-efficiency flexible perovskite solar cells", "title": "Boosting mechanical durability under high humidity by bioinspired multisite polymer for high-efficiency flexible perovskite solar cells", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-57102-3", "citations": 92}, {"name": "Bioinspired Super‐Robust Conductive Hydrogels for Machine Learning‐Assisted Tactile Perception System", "title": "Bioinspired Super‐Robust Conductive Hydrogels for Machine Learning‐Assisted Tactile Perception System", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202416275", "citations": 68}]}, {"year": 2024, "papers": [{"name": "Bioinspired structural hydrogels with highly ordered hierarchical orientations by flow-induced alignment of nanofibrils", "title": "Bioinspired structural hydrogels with highly ordered hierarchical orientations by flow-induced alignment of nanofibrils", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-023-44481-8", "citations": 169}, {"name": "Bio‐Inspired Trace Hydroxyl‐Rich Electrolyte Additives for High‐Rate and Stable Zn‐Ion Batteries at Low Temperatures", "title": "Bio‐Inspired Trace Hydroxyl‐Rich Electrolyte Additives for High‐Rate and Stable Zn‐Ion Batteries at Low Temperatures", "journal": "Angewandte Chemie International Edition", "url": "https://doi.org/10.1002/anie.202318496", "citations": 136}, {"name": "Hydrogels for bioinspired soft robots", "title": "Hydrogels for bioinspired soft robots", "journal": "Progress in Polymer Science", "url": "https://doi.org/10.1016/j.progpolymsci.2024.101791", "citations": 133}]}]}, {"name": "Mechanical metamaterials & lattices", "examples": ["Ultralight mechanical metamaterial"], "keywords": ["mechanical metamaterial", "lattice structure", "architected material", "auxetic", "truss lattice", "negative poisson"], "paper_count": 387, "papers": [{"year": 2026, "papers": [{"name": "Non-integer-dimensional architected materials enabling synergistic acoustic, mechanical, and fluid coupling", "title": "Non-integer-dimensional architected materials enabling synergistic acoustic, mechanical, and fluid coupling", "journal": "Materials Horizons", "url": "https://doi.org/10.1039/d5mh01768h", "citations": 9}, {"name": "Pivoting colloidal assemblies exhibit mechanical metamaterial behaviour", "title": "Pivoting colloidal assemblies exhibit mechanical metamaterial behaviour", "journal": "Nature", "url": "https://doi.org/10.1038/s41586-026-10217-z", "citations": 3}, {"name": "Harnessing pseudoelasticity in SMA-based negative stiffness mechanical metamaterials for superior strength and recoverability", "title": "Harnessing pseudoelasticity in SMA-based negative stiffness mechanical metamaterials for superior strength and recoverability", "journal": "Materials Horizons", "url": "https://doi.org/10.1039/d5mh02251g", "citations": 2}]}, {"year": 2025, "papers": [{"name": 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"journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-024-44707-3", "citations": 121}, {"name": "Bio-inspired mechanical metamaterial with ultrahigh load-bearing capacity for energy dissipation", "title": "Bio-inspired mechanical metamaterial with ultrahigh load-bearing capacity for energy dissipation", "journal": "Materials Today", "url": "https://doi.org/10.1016/j.mattod.2024.06.003", "citations": 70}, {"name": "Tailoring Stress–Strain Curves of Flexible Snapping Mechanical Metamaterial for On‐Demand Mechanical Responses via Data‐Driven Inverse Design", "title": "Tailoring Stress–Strain Curves of Flexible Snapping Mechanical Metamaterial for On‐Demand Mechanical Responses via Data‐Driven Inverse Design", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202404369", "citations": 69}]}]}], "paper_count": 4250}, {"name": "Extreme environments", "children": [{"name": "High-temperature & thermal-barrier materials", "keywords": ["high-temperature 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of biodegradable plastics on the deep-sea floor", "title": "Microbial decomposition of biodegradable plastics on the deep-sea floor", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-023-44368-8", "citations": 155}, {"name": "Solar‐Driven Drum‐Type Atmospheric Water Harvester Based on Bio‐Based Gels with Fast Adsorption/Desorption Kinetics", "title": "Solar‐Driven Drum‐Type Atmospheric Water Harvester Based on Bio‐Based Gels with Fast Adsorption/Desorption Kinetics", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202403876", "citations": 98}, {"name": "Biobased and biodegradable films exhibiting circularly polarized room temperature phosphorescence", "title": "Biobased and biodegradable films exhibiting circularly polarized room temperature phosphorescence", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-024-45844-5", "citations": 94}]}]}], "paper_count": 1871}, {"name": "Renewable & natural materials", "children": [{"name": "Wood, cellulose & lignin", "examples": ["Densified wood"], "keywords": ["wood", "cellulose", "nanocellulose", "lignin", "chitin", "chitosan"], "paper_count": 2700, "papers": [{"year": 2026, "papers": [{"name": "Molecularly engineered cellulose", "title": "Molecularly engineered cellulose: the next-generation sustainable polymer electrolyte material", "journal": "Energy & Environmental Science", "url": "https://doi.org/10.1039/d5ee05398f", "citations": 16}, {"name": "Chitosan based smart injectable hydrogels for biomedical applications: A comprehensive review", "title": "Chitosan based smart injectable hydrogels for biomedical applications: A comprehensive review", "journal": "Bioactive Materials", "url": "https://doi.org/10.1016/j.bioactmat.2025.09.028", "citations": 15}, {"name": "Engineered cellulose-supported photocatalysts for clean energy and environmental remediation: progress and prospects", "title": "Engineered cellulose-supported photocatalysts for clean 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"papers": [{"name": "Repair Surface Defects on Biomass Derived Hard Carbon Anodes with N‐Doped Soft Carbon to Boost Performance for Sodium‐Ion Batteries", "title": "Repair Surface Defects on Biomass Derived Hard Carbon Anodes with N‐Doped Soft Carbon to Boost Performance for Sodium‐Ion Batteries", "journal": "Advanced Energy Materials", "url": "https://doi.org/10.1002/aenm.202502082", "citations": 94}, {"name": "Rapid Closed Pore Regulation of Biomass‐derived Hard Carbons Based on Flash Joule Heating for Enhanced Sodium Ion Storage", "title": "Rapid Closed Pore Regulation of Biomass‐derived Hard Carbons Based on Flash Joule Heating for Enhanced Sodium Ion Storage", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202423559", "citations": 67}, {"name": "Harnessing trace water for enhanced photocatalytic oxidation of biomass-derived alcohols to aldehydes", "title": "Harnessing trace water for enhanced photocatalytic oxidation of biomass-derived alcohols to 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Storage", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202412989", "citations": 120}]}]}, {"name": "Silk, protein & living materials", "keywords": ["silk fibroin", "protein-based material", "engineered living material", "living material", "mycelium"], "paper_count": 310, "papers": [{"year": 2026, "papers": [{"name": "3D-printed functionalized strontium-silk fibroin-hydroxyapatite scaffolds facilitate bone regeneration via immunomodulatory and sequential angiogenic-osteogenic coupling", "title": "3D-printed functionalized strontium-silk fibroin-hydroxyapatite scaffolds facilitate bone regeneration via immunomodulatory and sequential angiogenic-osteogenic coupling", "journal": "Bioactive Materials", "url": "https://doi.org/10.1016/j.bioactmat.2025.09.033", "citations": 9}, {"name": "Silk Fibroin Counteracts Fibroblast Senescence to Restore ECM Homeostasis in Aged Skin", "title": "Silk Fibroin Counteracts Fibroblast Senescence to Restore ECM Homeostasis in Aged Skin", "journal": "Bioactive Materials", "url": "https://doi.org/10.1016/j.bioactmat.2025.12.006", "citations": 6}, {"name": "A Bio‑Chemical Synergy Strategy", "title": "A Bio‑Chemical Synergy Strategy: Mycelium Separator Breaks the Coupled Degradation Cycle in Aqueous Zn‑I 2 Batteries", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.72967", "citations": 2}]}, {"year": 2025, "papers": [{"name": "A Low‐Cost, Open‐Source 3D Printer for Multimaterial and High‐Throughput Direct Ink Writing of Soft and Living Materials", "title": "A Low‐Cost, Open‐Source 3D Printer for Multimaterial and High‐Throughput Direct Ink Writing of Soft and Living Materials", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202414971", "citations": 35}, {"name": "Dual carbon sequestration with photosynthetic living materials", "title": "Dual carbon sequestration with photosynthetic living materials", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-58761-y", "citations": 31}, {"name": "Liquid Metal@Silk Fibroin Peptide Particles Initiated Hydrogels with High Toughness, Adhesion, and Conductivity for Portable and Continuous Electrophysiological Monitoring", "title": "Liquid Metal@Silk Fibroin Peptide Particles Initiated Hydrogels with High Toughness, Adhesion, and Conductivity for Portable and Continuous Electrophysiological Monitoring", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202420240", "citations": 26}]}, {"year": 2024, "papers": [{"name": "Silk fibroin hydrogel adhesive enables sealed-tight reconstruction of meniscus tears", "title": "Silk fibroin hydrogel adhesive enables sealed-tight reconstruction of meniscus tears", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-024-47029-6", "citations": 109}, {"name": "Multifunctional Hydrogel Based on Silk Fibroin Promotes Tissue Repair and Regeneration", "title": "Multifunctional 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trading system and carbon border adjustment mechanism", "title": "Emerging green steel markets surrounding the EU emissions trading system and carbon border adjustment mechanism", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-64440-9", "citations": 10}, {"name": "Elucidating the microstructure evolution during hydrogen-based direct reduction via a case study of single crystal hematite", "title": "Elucidating the microstructure evolution during hydrogen-based direct reduction via a case study of single crystal hematite", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2025.121174", "citations": 8}, {"name": "Hydrogen-based direct reduction of multicomponent oxides: Insights from powder and pre-sintered precursors toward sustainable alloy design", "title": "Hydrogen-based direct reduction of multicomponent oxides: Insights from powder and pre-sintered precursors toward sustainable alloy design", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2025.121528", "citations": 5}]}, {"year": 2024, "papers": [{"name": "Green steel from red mud through climate-neutral hydrogen plasma reduction", "title": "Green steel from red mud through climate-neutral hydrogen plasma reduction", "journal": "Nature", "url": "https://doi.org/10.1038/s41586-023-06901-z"}, {"name": "Green steel, thunderstorms and next-generation gene editing: a year of remarkable science", "title": "Green steel, thunderstorms and next-generation gene editing: a year of remarkable science", "journal": "Nature", "url": "https://doi.org/10.1038/d41586-024-04119-1"}, {"name": "Hydrogen-based direct reduction of combusted iron powder: Deep pre-oxidation, reduction kinetics and microstructural analysis", "title": "Hydrogen-based direct reduction of combusted iron powder: Deep pre-oxidation, reduction kinetics and microstructural analysis", "journal": "Acta Materialia", "url": "https://doi.org/10.1016/j.actamat.2024.119752"}]}]}, {"name": "Cement & construction materials", "keywords": ["cement", "concrete", "geopolymer", "construction material", "building material"], "paper_count": 235, "papers": [{"year": 2026, "papers": [{"name": "Construction of Geopolymer Zeolite‐Graphene/Carbon Nanotube Interface for Strong Metal−Support Interaction (SMSI) Effect to Achieve Efficient Solar Evaporation and Highly Selective Synergistic Catalytic Reduction of CO 2", "title": "Construction of Geopolymer Zeolite‐Graphene/Carbon Nanotube Interface for Strong Metal−Support Interaction (SMSI) Effect to Achieve Efficient Solar Evaporation and Highly Selective Synergistic Catalytic Reduction of CO 2", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202520177", "citations": 3}, {"name": "Activated carbon microtube electrodes with cement and fly ash for enhanced supercapacitor performance", "title": "Activated carbon microtube electrodes with cement and fly ash for enhanced supercapacitor performance", "journal": "Journal of Materials Chemistry A", "url": "https://doi.org/10.1039/d5ta06902e", "citations": 1}, {"name": "Bioinspired alternating rigid-soft layered design enhances structural–functional-electrochemical integrated cement-based batteries toward zero–carbon buildings", "title": "Bioinspired alternating rigid-soft layered design enhances structural–functional-electrochemical integrated cement-based batteries toward zero–carbon buildings", "journal": "Materials Today", "url": "https://doi.org/10.1016/j.mattod.2026.103288", "citations": 1}]}, {"year": 2025, "papers": [{"name": "Nature-inspired hierarchical building materials with low CO2 emission and superior performance", "title": "Nature-inspired hierarchical building materials with low CO2 emission and superior performance", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-58339-8", "citations": 64}, {"name": "Molecular elucidation of cement hydration inhibition by silane coupling agents", "title": "Molecular elucidation of cement hydration inhibition by silane coupling agents", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-56877-9", "citations": 40}, {"name": "Cartilage-bioinspired tenacious concrete-like hydrogel verified via in-situ testing", "title": "Cartilage-bioinspired tenacious concrete-like hydrogel verified via in-situ testing", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-57653-5", "citations": 31}]}, {"year": 2024, "papers": [{"name": "Biomimetic Mechanical Robust Cement‐Resin Composites with Machine Learning‐Assisted Gradient Hierarchical Structures", "title": "Biomimetic Mechanical Robust Cement‐Resin Composites with Machine Learning‐Assisted Gradient Hierarchical Structures", "journal": "Advanced Materials", "url": "https://doi.org/10.1002/adma.202405183", "citations": 68}, {"name": "Integration of zinc anode and cement: unlocking scalable energy storage", "title": "Integration of zinc anode and cement: unlocking scalable energy storage", "journal": "National Science Review", "url": "https://doi.org/10.1093/nsr/nwae309", "citations": 56}, {"name": "The initial stages of cement hydration at the molecular level", "title": "The initial stages of cement hydration at the molecular level", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-024-46962-w", "citations": 56}]}]}, {"name": "Critical-material substitution & life-cycle", "keywords": ["life cycle assessment", "life-cycle assessment", "techno-economic", "critical materials", "rare-earth-free", "cobalt-free", "earth-abundant"], "paper_count": 689, "papers": [{"year": 2026, "papers": [{"name": "Combating Phase Segregation in Earth-Abundant Pyrite Cathodes for High-Energy-Density Lithium–Metal Batteries", "title": "Combating Phase Segregation in Earth-Abundant Pyrite Cathodes for High-Energy-Density Lithium–Metal Batteries", "journal": "Journal of the American Chemical Society", "url": "https://doi.org/10.1021/jacs.5c20477", "citations": 2}, {"name": "Lattice Reordering from High-Valence Mo Segregation for High-Nickel Cobalt-Free Cathodes", "title": "Lattice Reordering from High-Valence Mo Segregation for High-Nickel Cobalt-Free Cathodes", "journal": "ACS Nano", "url": "https://doi.org/10.1021/acsnano.5c20722", "citations": 2}, {"name": "Life cycle assessment of olive-fibre-reinforced industrial biocomposites: A cradle-to-gate approach", "title": "Life cycle assessment of olive-fibre-reinforced industrial biocomposites: A cradle-to-gate approach", "journal": "Polymer", "url": "https://doi.org/10.1016/j.polymer.2025.129422", "citations": 2}]}, {"year": 2025, "papers": [{"name": "Critically assessing sodium-ion technology roadmaps and scenarios for techno-economic competitiveness against lithium-ion batteries", "title": "Critically assessing sodium-ion technology roadmaps and scenarios for techno-economic competitiveness against lithium-ion batteries", "journal": "Nature Energy", "url": "https://doi.org/10.1038/s41560-024-01701-9", "citations": 294}, {"name": "Dynamic doping and interphase stabilization for cobalt-free and high-voltage Lithium metal batteries", "title": "Dynamic doping and interphase stabilization for cobalt-free and high-voltage Lithium metal batteries", "journal": "Nature Communications", "url": "https://doi.org/10.1038/s41467-025-58110-z", "citations": 73}, {"name": "Lithium-Ion Battery Critical Materials Sustainability", "title": "Lithium-Ion Battery Critical Materials Sustainability", "journal": "ACS Energy Letters", "url": "https://doi.org/10.1021/acsenergylett.5c01018", "citations": 30}]}, {"year": 2024, "papers": [{"name": "Earth-abundant electrocatalysts for acidic oxygen evolution", "title": "Earth-abundant electrocatalysts for acidic oxygen evolution", "journal": "Nature Catalysis", "url": "https://doi.org/10.1038/s41929-024-01266-6", "citations": 183}, {"name": "Earth‐Abundant Fe‐Mn‐Based Compound Cathodes for Sodium‐Ion Batteries: Challenges and Progress", "title": "Earth‐Abundant Fe‐Mn‐Based Compound Cathodes for Sodium‐Ion Batteries: Challenges and Progress", "journal": "Advanced Functional Materials", "url": "https://doi.org/10.1002/adfm.202311816", "citations": 93}, {"name": "Techno-economic assessment of thin lithium metal anodes for solid-state batteries", "title": "Techno-economic assessment of thin lithium metal anodes for solid-state batteries", "journal": "Nature Energy", "url": "https://doi.org/10.1038/s41560-024-01676-7", "citations": 87}]}]}], "paper_count": 946}], "paper_count": 5857}], "facets": [], "heuristics": [], "methods": {"3D bioprinting review": {"title": "3D bioprinting of tissues and organs", "year": 2014, "url": "https://doi.org/10.1038/nbt.2958"}, "Amorphous IGZO TFT": {"title": "Room-temperature fabrication of transparent flexible thin-film transistors using amorphous oxide semiconductors", "year": 2004, "url": "https://doi.org/10.1038/nature03090"}, "Aqueous 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"https://doi.org/10.1002/adma.200304907"}, "Dye-sensitized cell": {"title": "A low-cost, high-efficiency solar cell based on dye-sensitized colloidal TiO2 films", "year": 1991, "url": "https://doi.org/10.1038/353737a0"}, "Electrocatalysis review (Seh)": {"title": "Combining theory and experiment in electrocatalysis: Insights into materials design", "year": 2017, "url": "https://doi.org/10.1126/science.aad4998"}, "Enzymatic PET depolymerization": {"title": "An engineered PET depolymerase to break down and recycle plastic bottles", "year": 2020, "url": "https://doi.org/10.1038/s41586-020-2149-4"}, "Ferroelectric HfO2": {"title": "Ferroelectricity in hafnium oxide thin films", "year": 2011, "url": "https://doi.org/10.1063/1.3634052"}, "Ferromagnetic soft robot": {"title": "Printing ferromagnetic domains for untethered fast-transforming soft materials", "year": 2018, "url": "https://doi.org/10.1038/s41586-018-0185-0"}, "Fe–N–C ORR": {"title": "Iron-Based Catalysts with Improved Oxygen Reduction Activity in Polymer Electrolyte Fuel Cells", "year": 2009, "url": "https://doi.org/10.1126/science.1170051"}, "Fujishima–Honda": {"title": "Electrochemical Photolysis of Water at a Semiconductor Electrode", "year": 1972, "url": "https://doi.org/10.1038/238037a0"}, "g-C3N4 photocatalyst": {"title": "A metal-free polymeric photocatalyst for hydrogen production from water under visible light", "year": 2009, "url": "https://doi.org/10.1038/nmat2317"}, "GO membrane sieving": {"title": "Precise and Ultrafast Molecular Sieving Through Graphene Oxide Membranes", "year": 2014, "url": "https://doi.org/10.1126/science.1245711"}, "Gradient nano-grained Cu": {"title": "Revealing Extraordinary Intrinsic Tensile Plasticity in Gradient Nano-Grained Copper", "year": 2011, "url": "https://doi.org/10.1126/science.1200177"}, "Graphene desalination": {"title": "Water Desalination across Nanoporous Graphene", "year": 2012, "url": "https://doi.org/10.1021/nl3012853"}, "H3S superconductor": {"title": "Conventional superconductivity at 203 kelvin at high pressures in the sulfur hydride system", "year": 2015, "url": "https://doi.org/10.1038/nature14964"}, "High-entropy alloy (Yeh)": {"title": "Nanostructured High‐Entropy Alloys with Multiple Principal Elements: Novel Alloy Design Concepts and Outcomes", "year": 2004, "url": "https://doi.org/10.1002/adem.200300567"}, "Ionic skin": {"title": "Ionic skin", "year": 2014, "url": "https://doi.org/10.1002/adma.201403441"}, "Iron-based superconductor": {"title": "Iron-Based Layered Superconductor La[O1- x F x ]FeAs ( x = 0.05−0.12) with Tc = 26 K", "year": 2008, "url": "https://doi.org/10.1021/ja800073m"}, "LGPS": {"title": "A lithium superionic conductor", "year": 2011, "url": "https://doi.org/10.1038/nmat3066"}, "Li metal anode review": {"title": "Reviving the lithium metal anode for high-energy batteries", "year": 2017, "url": "https://doi.org/10.1038/nnano.2017.16"}, "Li-ion battery recycling": {"title": "Recycling lithium-ion batteries from electric vehicles", "year": 2019, "url": "https://doi.org/10.1038/s41586-019-1682-5"}, "LiCoO2 cathode": {"title": "LixCoO2 (0<x<-1): A new cathode material for batteries of high energy density", "year": 1980, "url": "https://doi.org/10.1016/0025-5408(80)90012-4"}, "LiFePO4": {"title": "Phospho‐olivines as Positive‐Electrode Materials for Rechargeable Lithium Batteries", "year": 1997, "url": "https://doi.org/10.1149/1.1837571"}, "Lipid nanoparticles review": {"title": "Lipid nanoparticles for mRNA delivery", "year": 2021, "url": "https://doi.org/10.1038/s41578-021-00358-0"}, "Li–O2 review": {"title": "Li–O2 and Li–S batteries with high energy storage", "year": 2012, "url": "https://doi.org/10.1038/nmat3191"}, "Li–S (Nazar)": {"title": "A highly ordered nanostructured carbon–sulphur cathode for lithium–sulphur batteries", "year": 2009, "url": "https://doi.org/10.1038/nmat2460"}, "LLZO": {"title": "Fast Lithium Ion Conduction in Garnet‐Type Li7 La3 Zr2 O12", "year": 2007, "url": "https://doi.org/10.1002/anie.200701144"}, "Magic-angle graphene": {"title": "Unconventional superconductivity in magic-angle graphene superlattices", "year": 2018, "url": "https://doi.org/10.1038/nature26160"}, "Matrix elasticity (Engler)": {"title": "Matrix Elasticity Directs Stem Cell Lineage Specification", "year": 2006, "url": "https://doi.org/10.1016/j.cell.2006.06.044"}, "Mechanical exfoliation": {"title": "Electric Field Effect in Atomically Thin Carbon Films", "year": 2004, "url": "https://doi.org/10.1126/science.1102896"}, "Memristor": {"title": "The missing memristor found", "year": 2008, "url": "https://doi.org/10.1038/nature06932"}, "Meso-superstructured perovskite": {"title": "Efficient Hybrid Solar Cells Based on Meso-Superstructured Organometal Halide Perovskites", "year": 2012, "url": "https://doi.org/10.1126/science.1228604"}, "Metallic glass (Au–Si)": {"title": "Non-crystalline Structure in Solidified Gold–Silicon Alloys", "year": 1960, "url": "https://doi.org/10.1038/187869b0"}, "Metasurface (generalized Snell)": {"title": "Light Propagation with Phase Discontinuities: Generalized Laws of Reflection and Refraction", "year": 2011, "url": "https://doi.org/10.1126/science.1210713"}, "MOF water harvesting": {"title": "Water harvesting from air with metal-organic frameworks powered by natural sunlight", "year": 2017, "url": "https://doi.org/10.1126/science.aam8743"}, "MoS2 HER edges": {"title": "Identification of Active Edge Sites for Electrochemical H2 Evolution from MoS2 Nanocatalysts", "year": 2007, "url": "https://doi.org/10.1126/science.1141483"}, "MoS2 transistor": {"title": "Single-layer MoS2 transistors", "year": 2011, "url": "https://doi.org/10.1038/nnano.2010.279"}, "Multigait soft robot": {"title": "Multigait soft robot", "year": 2011, "url": "https://doi.org/10.1073/pnas.1116564108"}, "MXene supercapacitor": {"title": "Cation Intercalation and High Volumetric Capacitance of Two-Dimensional Titanium Carbide", "year": 2013, "url": "https://doi.org/10.1126/science.1241488"}, "Na-ion review": {"title": "Research Development on Sodium-Ion Batteries", "year": 2014, "url": "https://doi.org/10.1021/cr500192f"}, "Nanocarriers review (Peer)": {"title": "Nanocarriers as an emerging platform for cancer therapy", "year": 2007, "url": "https://doi.org/10.1038/nnano.2007.387"}, "Nanotwinned Cu": {"title": "Ultrahigh Strength and High Electrical Conductivity in Copper", "year": 2004, "url": "https://doi.org/10.1126/science.1092905"}, "Nanozyme (Fe3O4)": {"title": "Intrinsic peroxidase-like activity of ferromagnetic nanoparticles", "year": 2007, "url": "https://doi.org/10.1038/nnano.2007.260"}, "Nd2Fe14B magnet": {"title": "New material for permanent magnets on a base of Nd and Fe (invited)", "year": 1984, "url": "https://doi.org/10.1063/1.333572"}, "Negative-index metamaterial": {"title": "Experimental Verification of a Negative Index of Refraction", "year": 2001, "url": "https://doi.org/10.1126/science.1058847"}, "NiFe LDH OER": {"title": "An Advanced Ni–Fe Layered Double Hydroxide Electrocatalyst for Water Oxidation", "year": 2013, "url": "https://doi.org/10.1021/ja4027715"}, "Octobot": {"title": "An integrated design and fabrication strategy for entirely soft, autonomous robots", "year": 2016, "url": "https://doi.org/10.1038/nature19100"}, "OLED (Tang & VanSlyke)": {"title": "Organic electroluminescent diodes", "year": 1987, "url": "https://doi.org/10.1063/1.98799"}, "Perfect lens": {"title": "Negative Refraction Makes a Perfect Lens", "year": 2000, "url": "https://doi.org/10.1103/physrevlett.85.3966"}, "Perovskite LED": {"title": "Bright light-emitting diodes based on organometal halide perovskite", "year": 2014, "url": "https://doi.org/10.1038/nnano.2014.149"}, "Perovskite PV (Kojima)": {"title": "Organometal Halide Perovskites as Visible-Light Sensitizers for Photovoltaic Cells", "year": 2009, "url": "https://doi.org/10.1021/ja809598r"}, "Photonic crystal": {"title": "Inhibited Spontaneous Emission in Solid-State Physics and Electronics", "year": 1987, "url": "https://doi.org/10.1103/physrevlett.58.2059"}, "Piezoelectric nanogenerator": {"title": "Piezoelectric Nanogenerators Based on Zinc Oxide Nanowire Arrays", "year": 2006, "url": "https://doi.org/10.1126/science.1124005"}, "Polydopamine coating": {"title": "Mussel-Inspired Surface Chemistry for Multifunctional Coatings", "year": 2007, "url": "https://doi.org/10.1126/science.1147241"}, "Polyethylene upcycling": {"title": "Upcycling Single-Use Polyethylene into High-Quality Liquid Products", "year": 2019, "url": "https://doi.org/10.1021/acscentsci.9b00722"}, "Printable high-strength Al": {"title": "3D printing of high-strength aluminium alloys", "year": 2017, "url": "https://doi.org/10.1038/nature23894"}, "Pt3Ni(111)": {"title": "Improved Oxygen Reduction Activity on Pt3 Ni(111) via Increased Surface Site Availability", "year": 2007, "url": "https://doi.org/10.1126/science.1135941"}, "Quantum anomalous Hall": {"title": "Experimental Observation of the Quantum Anomalous Hall Effect in a Magnetic Topological Insulator", "year": 2013, "url": "https://doi.org/10.1126/science.1234414"}, "Quantum-dot LED": {"title": "Light-emitting diodes made from cadmium selenide nanocrystals and a semiconducting polymer", "year": 1994, "url": "https://doi.org/10.1038/370354a0"}, "Self-healing polymer": {"title": "Autonomic healing of polymer composites", "year": 2001, "url": "https://doi.org/10.1038/35057232"}, "Shockley–Queisser limit": {"title": "Detailed Balance Limit of Efficiency of p-n Junction Solar Cells", "year": 1961, "url": "https://doi.org/10.1063/1.1736034"}, "Single-atom Pt1/FeOx": {"title": "Single-atom catalysis of CO oxidation using Pt1/FeOx", "year": 2011, "url": "https://doi.org/10.1038/nchem.1095"}, "Skyrmion lattice": {"title": "Skyrmion Lattice in a Chiral Magnet", "year": 2009, "url": "https://doi.org/10.1126/science.1166767"}, "SnSe thermoelectric": {"title": "Ultralow thermal conductivity and high thermoelectric figure of merit in SnSe crystals", "year": 2014, "url": "https://doi.org/10.1038/nature13184"}, "Solar steam generation": {"title": "Solar steam generation by heat localization", "year": 2014, "url": "https://doi.org/10.1038/ncomms5449"}, "Spin Hall torque (Ta)": {"title": "Spin-Torque Switching with the Giant Spin Hall Effect of Tantalum", "year": 2012, "url": "https://doi.org/10.1126/science.1218197"}, "Supercapacitor review": {"title": "Materials for electrochemical capacitors", "year": 2008, "url": "https://doi.org/10.1038/nmat2297"}, "TADF": {"title": "Highly efficient organic light-emitting diodes from delayed fluorescence", "year": 2012, "url": "https://doi.org/10.1038/nature11687"}, "Topological insulator (Bi1-xSbx)": {"title": "A topological Dirac insulator in a quantum spin Hall phase", "year": 2008, "url": "https://doi.org/10.1038/nature06843"}, "Tough adhesive": {"title": "Tough adhesives for diverse wet surfaces", "year": 2017, "url": "https://doi.org/10.1126/science.aah6362"}, "Transient electronics": {"title": "A Physically Transient Form of Silicon Electronics", "year": 2012, "url": "https://doi.org/10.1126/science.1226325"}, "Triboelectric nanogenerator": {"title": "Flexible triboelectric generator", "year": 2012, "url": "https://doi.org/10.1016/j.nanoen.2012.01.004"}, "Ultralight mechanical metamaterial": {"title": "Ultralight, ultrastiff mechanical metamaterials", "year": 2014, "url": "https://doi.org/10.1126/science.1252291"}, "Vitrimer": {"title": "Silica-Like Malleable Materials from Permanent Organic Networks", "year": 2011, "url": "https://doi.org/10.1126/science.1212648"}, "Water-in-salt": {"title": "“Water-in-salt” electrolyte enables high-voltage aqueous lithium-ion chemistries", "year": 2015, "url": "https://doi.org/10.1126/science.aab1595"}, "Wearable sweat sensor": {"title": "Fully integrated wearable sensor arrays for multiplexed in situ perspiration analysis", "year": 2016, "url": "https://doi.org/10.1038/nature16521"}, "Weyl semimetal TaAs": {"title": "Discovery of a Weyl fermion semimetal and topological Fermi arcs", "year": 2015, "url": "https://doi.org/10.1126/science.aaa9297"}, "Y6 acceptor": {"title": "Single-Junction Organic Solar Cell with over 15% Efficiency Using Fused-Ring Acceptor with Electron-Deficient Core", "year": 2019, "url": "https://doi.org/10.1016/j.joule.2019.01.004"}}}