ArticleNature2025
Ultrabroadband and band-selective thermal meta-emitters by machine learning.
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In one paragraph
Article in Nature, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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24citing papers in PubMed
–field-weighted citation impact
What it found
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Who cites it
24 citing papers in PubMed.
- Q-LEAP: Millisecond Hyperdimensional Optimization for Full-Spectrum Optical Metamaterials.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Multi-objective and cross-scale inverse design of temperature-control materials via physics-constrained machine learning.National science review · 2026Article
- Bridging Horizontal to Vertical Radiative Cooling.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Physics-Aware Machine-Learning-Driven Inverse Design of Broadband Ultra-Open Acoustic Metamaterials.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Multispectral Synergistic Electrochromic Regulator With Triple Atmospheric Windows Selectivity for Global Building Energy Saving.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Hybrid deep reconstruction for vignetting-free upconversion imaging through scattering in epsilon-near-zero materials.Light, science & applications · 2026Article
- Large-scale data-driven inverse EM design based on metacircuit-embedded surface.Nature communications · 2026Article
- Machine Learning-Optimized Single-Atom Catalysts Enable Microenvironment-Adaptive Chemodynamic-Bioorthogonal Cancer Therapy.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Broadband Radiative Heat Transfer Suppression via Dispersion-Engineered Metasurfaces.Nature communications · 2026Article
- Collaborative passive cooling of impact-hardening interfaces enabled by nacre-mimetic design.Nature communications · 2026Article
- Machine learning-assisted highly efficient thermal management in function-oriented thermochromic smart windows.Light, science & applications · 2026Article
- A Novel Prediction-Optimization Machine Learning Framework for Nanofluid-Based Photovoltaic/Thermal Systems.Nanomaterials (Basel, Switzerland) · 2026Article
- Building with Light: Photoactive Colloids as the Next Generation Meta-Atoms.Nano letters · 2026Review
- MxDiffusion: A Physics-Aware Maxwell's Law-Guided Diffusion Model Strategy for Inverse Photonic Metasurface Design.Nano letters · 2026Article
- Preserving spectral selectivity of radiative cooling textile under sweating conditions in hot urban environments.Nature communications · 2026Article
- Microenvironment regulation in nanomaterial synthesis.Chemical science · 2026Review
- Helicity-selective and spectrally tunable chiral thermal emissions.Nature communications · 2026Article
- Femtosecond laser synthesis of multiscale high-entropy alloys/graphene composites for high-performance Joule heating.Nature communications · 2026Article
- Dual Janus foam for directional thermal management.Nature communications · 2026Article
- Temperature-Dependent Infrared Engineering for Extreme Environments: All-Dielectric Thermal Photonic Metamaterials Stable at 1873 K in Air.Nano-micro letters · 2026Article
Corrections and comments
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Authors and funding
17 authors.
Chengyu XiaoState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, P. R. China.ORCID 0009-0006-5297-4933
Mengqi LiuDepartment of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore.ORCID 0000-0001-5958-6702
Kan YaoMaterials Science and Engineering Program and Texas Materials Institute, The University of Texas at Austin, Austin, TX, USA.ORCID 0000-0002-9144-2618
Yifan ZhangState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, P. R. China.
Mengqi ZhangState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, P. R. China.
Max YanDepartment of Applied Physics and Electronics, Umeå University, Umeå, Sweden.ORCID 0000-0002-3368-9786
Ya SunState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, P. R. China.
Xianghui LiuState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, P. R. China.
Xuanyu CuiState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, P. R. China.
Tongxiang FanState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, P. R. China.ORCID 0000-0003-4255-5138
Changying ZhaoInstitute of Engineering Thermophysics, MOE Key Laboratory for Power Machinery and Engineering, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, P. R. China.ORCID 0000-0003-0023-0378
Wansu HuaState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, P. R. China.
Yinqiao YingState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, P. R. China.
Yuebing ZhengMaterials Science and Engineering Program and Texas Materials Institute, The University of Texas at Austin, Austin, TX, USA. zheng@austin.utexas.edu.ORCID 0000-0002-9168-9477
Di ZhangState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, P. R. China. zhangdi@sjtu.edu.cn.ORCID 0000-0003-2526-8954
Cheng-Wei QiuDepartment of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore. chengwei.qiu@nus.edu.sg.ORCID 0000-0002-6605-500X
Han ZhouState Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, P. R. China. hanzhou_81@sjtu.edu.cn.ORCID 0000-0001-6867-9978
Funding
Ministry of Education, Republic of SingaporeNational Natural Science Foundation of ChinaNational Research Foundation, Singapore, under its Medium Sized Centre: Singapore Hybrid-Integrated Next-Generation Electronics CentreNational Science Foundation of ChinaScience and Technology Project of Jiangsu Province
Abstract
Thermal nanophotonics enables fundamental breakthroughs across technological applications from energy technology to information processing
Indexed as
Machine LearningNanotechnologyOptics and PhotonicsTemperatureAlgorithms
Identifiers
PMID
40604179What OpenQuestion holds
Textmetadata
Read underepoch 390
Registered trials
None linked
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.