Research graph
References from Advances in materials informatics for tailoring thermal radiation: A perspective review. Local targets link to admitted publications; unresolved targets remain external evidence.
Materials informatics
10.1016/s1369-7021(05)71123-8 · 2005 · External reference
Materials informatics for heat transfer: recent progresses and perspectives
10.1080/15567265.2019.1576816 · 2019 · External reference
Machine learning in materials informatics: recent applications and prospects
10.1038/s41524-017-0056-5 · 2017 · External reference
Machine learning for harnessing thermal energy: from materials discovery to system optimization
10.1021/acsenergylett.2c01836 · 2022 · External reference
10.1002/inf2.12425
10.1002/inf2.12425 · External reference
Deep materials informatics: applications of deep learning in materials science
10.1557/mrc.2019.73 · 2019 · External reference
Discovery of new materials using combinatorial synthesis and high-throughput characterization of thin-film materials libraries combined with computational methods
10.1038/s41524-019-0205-0 · 2019 · External reference
From DFT to machine learning: recent approaches to materials science–a review
10.1088/2515-7639/ab084b · 2019 · External reference
Big data creates new opportunities for materials research: a review on methods and applications of machine learning for materials design
10.1016/j.eng.2019.02.011 · 2019 · External reference
Materials informatics approach to the identification of one-band correlated materials analogous to the cuprates
2019 · External reference
Review of radiative cooling materials: Performance evaluation and design approaches
10.1016/j.nanoen.2021.106259 · 2021 · External reference
Emerging materials and strategies for personal thermal management
10.1002/aenm.201903921 · 2020 · External reference
Alignment engineering in thermal materials
10.1016/j.mser.2023.100738 · 2023 · External reference
Micro/Nanostructures for far-field thermal emission control: an overview
2019 · External reference
Narrowband polaritonic thermal emitters driven by waste heat
10.1021/acsomega.0c00600 · 2020 · External reference
Ultrasensitive hyperspectral imaging and biodetection enabled by dielectric metasurfaces
10.1038/s41566-019-0394-6 · 2019 · External reference
Fano-resonant asymmetric metamaterials for ultrasensitive spectroscopy and identification of molecular monolayers
10.1038/nmat3161 · 2012 · External reference
Imaging-based spectrometer-less optofluidic biosensors based on dielectric metasurfaces for detecting extracellular vesicles
10.1038/s41467-021-23257-y · 2021 · External reference
Taking the human out of the loop: a review of bayesian optimization
10.1109/jproc.2015.2494218 · 2016 · External reference
Designing nanostructures for phonon transport via bayesian optimization
2017 · External reference
Machine-learning-optimized aperiodic superlattice minimizes coherent phonon heat conduction
2020 · External reference
Ultranarrow-band wavelength-selective thermal emission with aperiodic multilayered metamaterials designed by bayesian optimization
10.1021/acscentsci.8b00802 · 2019 · External reference
Multifunctional structural design of graphene thermoelectrics by Bayesian optimization
10.1126/sciadv.aar4192 · 2018 · External reference
Deep learning for the design of photonic structures
10.1038/s41566-020-0685-y · 2021 · External reference
Deep neural networks for the evaluation and design of photonic devices
10.1038/s41578-020-00260-1 · 2021 · External reference
Hybrid inverse design of photonic structures by combining optimization methods with neural networks
10.1016/j.photonics.2022.101073 · 2022 · External reference
Tackling Photonic Inverse Design with Machine Learning
10.1002/advs.202002923 · 2021 · External reference
Deep learning enabled inverse design in nanophotonics
10.1515/nanoph-2019-0474 · 2020 · External reference
Deep learning in light–matter interactions
10.1515/nanoph-2022-0197 · 2022 · External reference
Advancing statistical learning and artificial intelligence in nanophotonics inverse design
10.1515/nanoph-2021-0660 · 2022 · External reference
Intelligent designs in nanophotonics: from optimization towards inverse creation
10.1186/s43074-021-00044-y · 2021 · External reference
Deep learning based analysis of microstructured materials for thermal radiation control
10.1038/s41598-022-13832-8 · 2022 · External reference
Fast design and optimization method for an ultra-wideband perfect absorber based on artificial neural network acceleration
10.1016/j.ijthermalsci.2022.107680 · 2022 · External reference
Accelerated Prediction of Photon Transport in Nanoparticle Media Using Machine Learning Trained With Monte Carlo Simulations
2023 · External reference
Quantum annealing for industry applications: introduction and review
10.1088/1361-6633/ac8c54 · 2022 · External reference
Inhomogeneous driving in quantum annealers can result in orders-of-magnitude improvements in performance
10.1088/2058-9565/ab935a · 2020 · External reference
Quantum supremacy using a programmable superconducting processor
10.1038/s41586-019-1666-5 · 2019 · External reference
Thermally assisted quantum annealing of a 16-qubit problem
10.1038/ncomms2920 · 2013 · External reference
Quantum phases of matter on a 256-atom programmable quantum simulator
10.1038/s41586-021-03582-4 · 2021 · External reference
Benchmarking quantum annealing controls with portfolio optimization
10.1103/physrevapplied.15.014012 · 2021 · External reference
Glassy chimeras could be blind to quantum speedup: designing better benchmarks for quantum annealing machines
2014 · External reference
Embedding overhead scaling of optimization problems in quantum annealing
10.1103/prxquantum.2.040322 · 2021 · External reference
Quantum annealing for combinatorial clustering
10.1007/s11128-017-1809-2 · 2018 · External reference
Quantum annealing versus classical machine learning applied to a simplified computational biology problem
10.1038/s41534-018-0060-8 · 2018 · External reference
“Ising formulations of many NP problems,”
2023 · External reference
Polymer physics by quantum computing
10.1103/physrevlett.127.080501 · 2021 · External reference
Machine learning-optimized Tamm emitter for high-performance thermophotovoltaic system with detailed balance analysis
10.1016/j.nanoen.2020.104687 · 2020 · External reference
Selective thermophotovoltaic emitter with aperiodic multilayer structures designed by machine learning
10.1021/acsaem.0c03201 · 2021 · External reference
Module-level polaritonic thermophotovoltaic emitters via hierarchical sequential learning
10.1021/acs.nanolett.2c03476 · 2023 · External reference
Three-dimensional self-assembled photonic crystals with high temperature stability for thermal emission modification
10.1038/ncomms3630 · 2013 · External reference
Tungsten–carbon nanotube composite photonic crystals as thermally stable spectral-selective absorbers and emitters for thermophotovoltaics
10.1002/aenm.201801471 · 2018 · External reference
Metallic photonic crystal absorber-emitter for efficient spectral control in high-temperature solar thermophotovoltaics
10.1002/aenm.201400334 · 2014 · External reference
Design and global optimization of high-efficiency thermophotovoltaic systems
10.1364/oe.18.00a314 · 2010 · External reference
High-temperature refractory metasurfaces for solar thermophotovoltaic energy harvesting
10.1021/acs.nanolett.8b03322 · 2018 · External reference
A nanophotonic solar thermophotovoltaic device
10.1038/nnano.2013.286 · 2014 · External reference
Solar thermophotovoltaics: reshaping the solar spectrum
10.1515/nanoph-2016-0011 · 2016 · External reference
A dual-mode textile for human body radiative heating and cooling
10.1126/sciadv.1700895 · 2017 · External reference
Metamaterials for radiative sky cooling
10.1093/nsr/nwy012 · 2018 · External reference
Radiative cooling: principles, progress, and potentials
10.1002/advs.201500360 · 2016 · External reference
Ultrabroadband photonic structures to achieve high-performance daytime radiative cooling
10.1021/nl4004283 · 2013 · External reference
Passive radiative cooling below ambient air temperature under direct sunlight
10.1038/nature13883 · 2014 · External reference
Machine learning-enabled inverse design of radiative cooling film with on-demand transmissive color
10.1021/acsphotonics.2c01857 · 2023 · External reference
Photonic design for color compatible radiative cooling accelerated by materials informatics
10.1016/j.ijheatmasstransfer.2022.123193 · 2022 · External reference
Colored radiative cooling: how to balance color display and radiative cooling performance
10.1016/j.ijthermalsci.2021.107172 · 2021 · External reference
A metamaterial emitter for highly efficient radiative cooling
10.1002/adom.201500119 · 2015 · External reference
Passive directional sub-ambient daytime radiative cooling
10.1038/s41467-018-07293-9 · 2018 · External reference
Radiative cooling to deep sub-freezing temperatures through a 24-h day–night cycle
10.1038/ncomms13729 · 2016 · External reference
Directional radiative cooling via exceptional epsilon-based microcavities
10.1021/acsnano.3c01184 · 2023 · External reference
Ultrawhite BaSO4 paints and films for remarkable daytime subambient radiative cooling
10.1021/acsami.1c02368 · 2021 · External reference
Scalable-manufactured randomized glass-polymer hybrid metamaterial for daytime radiative cooling
10.1126/science.aai7899 · 2017 · External reference
Hierarchically porous polymer coatings for highly efficient passive daytime radiative cooling
10.1126/science.aat9513 · 2018 · External reference
Nanoparticle embedded double-layer coating for daytime radiative cooling
10.1016/j.ijheatmasstransfer.2016.08.009 · 2017 · External reference
A radiative cooling structural material
10.1126/science.aau9101 · 2019 · External reference
Scalable thermochromic smart windows with passive radiative cooling regulation
10.1126/science.abg0291 · 2021 · External reference
Hierarchical-morphology metafabric for scalable passive daytime radiative cooling
10.1126/science.abi5484 · 2021 · External reference
Temperature-adaptive radiative coating for all-season household thermal regulation
10.1126/science.abf7136 · 2021 · External reference
Deterministic inverse design of Tamm plasmon thermal emitters with multi-resonant control
10.1038/s41563-021-01094-0 · 2021 · External reference
Optimized aperiodic highly directional narrowband infrared emitters
10.1364/josab.31.001316 · 2014 · External reference
High-throughput screening of a high-Q mid-infrared Tamm emitter by material informatics
10.1364/ol.417378 · 2021 · External reference
Thermal camouflaging metamaterials
10.1016/j.mattod.2020.11.013 · 2021 · External reference
Hierarchical metamaterials for multispectral camouflage of infrared and microwaves
10.1002/adfm.201807319 · 2019 · External reference
High-temperature infrared camouflage with efficient thermal management
10.1038/s41377-020-0300-5 · 2020 · External reference
Structured thermal surface for radiative camouflage
2018 · External reference
Multi-band middle-infrared-compatible camouflage with thermal management via simple photonic structures
10.1016/j.nanoen.2020.104449 · 2020 · External reference
Unresolved reference
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Unresolved reference
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Unresolved reference
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“Trusted-maximizers entropy search for efficient Bayesian optimization,”
2021 · External reference
Good practices for Bayesian optimization of high dimensional structured spaces
10.1002/ail2.24 · 2021 · External reference
“A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes,”
2019 · External reference
Unresolved reference
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Unresolved reference
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10.1109/icra40945.2020.9197000
10.1109/icra40945.2020.9197000 · External reference
Application of Bayesian approach to numerical methods of global and stochastic optimization
10.1007/bf01099263 · 1994 · External reference
Efficient global optimization of expensive black-box functions
10.1023/a:1008306431147 · 1998 · External reference
Efficient multiobjective optimization employing Gaussian processes, spectral sampling and a genetic algorithm
10.1007/s10898-018-0609-2 · 2018 · External reference
Parallel Gaussian process optimization with upper confidence bound and pure exploration
2013 · External reference
Differentially private federated bayesian optimization with distributed exploration
2021 · External reference
Federated Bayesian optimization via thompson sampling
2020 · External reference
Recent advances in bayesian optimization
10.1145/3582078 · 2023 · External reference
High-quality quasi-monochromatic near-field radiative heat transfer designed by adaptive hybrid Bayesian optimization
10.1007/s11431-022-2065-2 · 2022 · External reference
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
10.1186/s40537-021-00444-8 · 2021 · External reference
“An Introductory Review of Deep Learning for Prediction Models With Big Data,”
10.3389/frai.2020.00004 · 2020 · External reference
Deep learning: a comprehensive overview on techniques, taxonomy, applications and research directions
10.1007/s42979-021-00815-1 · 2021 · External reference
A survey on deep learning and its applications
10.1016/j.cosrev.2021.100379 · 2021 · External reference
Deep learning in neural networks: an overview
10.1016/j.neunet.2014.09.003 · 2015 · External reference
Introduction to machine learning, neural networks, and deep learning
2020 · External reference
Deep learning meets nanophotonics: a generalized accurate predictor for near fields and far fields of arbitrary 3D nanostructures
10.1021/acs.nanolett.9b03971 · 2020 · External reference
Deep-learning-enabled on-demand design of chiral metamaterials
10.1021/acsnano.8b03569 · 2018 · External reference
A deep learning approach to the forward prediction and inverse design of plasmonic metasurface structural color
10.1063/5.0055733 · 2021 · External reference
Machine learning enabled rational design for dynamic thermal emitters with phase change materials
10.1016/j.isci.2023.106857 · 2023 · External reference
Deep learning-based inverse design optimization of efficient multilayer thermal emitters in the near-infrared broad spectrum
10.1364/oe.490228 · 2023 · External reference
Deep learning for the modeling and inverse design of radiative heat transfer
10.1103/physrevapplied.16.064006 · 2021 · External reference
Material scaling and frequency-selective enhancement of near-field radiative heat transfer for lossy metals in two dimensions via inverse design
10.1103/physrevb.99.041403 · 2019 · External reference
Training deep neural networks for the inverse design of nanophotonic structures
10.1021/acsphotonics.7b01377 · 2018 · External reference
A bidirectional deep neural network for accurate silicon color design
10.1002/adma.201905467 · 2019 · External reference
Inverse design of distributed bragg reflectors using deep learning
10.3390/app12104877 · 2022 · External reference
Accurate inverse design of Fabry–Perot-cavity-based color filters far beyond sRGB via a bidirectional artificial neural network
10.1364/prj.415141 · 2021 · External reference
Evaluation and design of colored silicon nanoparticle systems using a bidirectional deep neural network
10.3390/nano12152715 · 2022 · External reference
Deep learning assisted optimization of metasurface for multi-band compatible infrared stealth and radiative thermal management
10.3390/nano13061030 · 2023 · External reference
Heat-shedding with photonic structures: radiative cooling and its potential
10.1039/d2tc00318j · 2022 · External reference
Self-cooling gallium-based transformative electronics with a radiative cooler for reliable stiffness tuning in outdoor use
10.1002/advs.202202549 · 2022 · External reference
A structural polymer for highly efficient all-day passive radiative cooling
2021 · External reference
Scalable and hierarchically designed polymer film as a selective thermal emitter for high-performance all-day radiative cooling
10.1038/s41565-020-00800-4 · 2021 · External reference
Double-layer nanoparticle-based coatings for efficient terrestrial radiative cooling
10.1016/j.solmat.2017.04.020 · 2017 · External reference
Designing mesoporous photonic structures for high-performance passive daytime radiative cooling
10.1021/acs.nanolett.0c04241 · 2021 · External reference
Bayesian optimization for effective thermal conductivity measurement of thermal energy storage: an experimental and numerical approach
10.1016/j.est.2022.104795 · 2022 · External reference
Radiative cooling of solar cells
2014 · External reference
Passive radiative cooling of silicon solar modules with photonic silica microcylinders
10.1021/acsphotonics.2c01389 · 2022 · External reference
Radiative human body cooling by nanoporous polyethylene textile
10.1126/science.aaf5471 · 2016 · External reference
Performance evaluation of radiative cooling for commercial-scale warehouse
2022 · External reference
Coloured low-emissivity films for building envelopes for year-round energy savings
10.1038/s41893-021-00836-x · 2022 · External reference
Energy saving analysis of a transparent radiative cooling film for buildings with roof glazing
10.1016/j.enbenv.2020.07.003 · 2021 · External reference
Energy saving and economic analysis of a new hybrid radiative cooling system for single-family houses in the USA
10.1016/j.apenergy.2018.04.115 · 2018 · External reference
Systematically incorporating spectrum-selective radiative cooling into building performance simulation: Numerical integration method and experimental validation
10.1016/j.apenergy.2022.118733 · 2022 · External reference
Integration of Radiative-based air temperature regulating system into residential building for energy saving
10.1016/j.apenergy.2021.117426 · 2021 · External reference
Development of radiative cooling and its integration with buildings: a comprehensive review
10.1016/j.solener.2020.10.013 · 2020 · External reference
Performance assessment of a photonic radiative cooling system for office buildings
10.1016/j.renene.2017.10.062 · 2018 · External reference
Colored and paintable bilayer coatings with high solar-infrared reflectance for efficient cooling
10.1126/sciadv.aaz5413 · 2020 · External reference
Scalable and paint-format colored coatings for passive radiative cooling
10.1016/j.solmat.2022.111853 · 2022 · External reference
Colorful low-emissivity paints for space heating and cooling energy savings
10.1073/pnas.2300856120 · 2023 · External reference
Colored radiative cooling coatings using phosphor dyes
2022 · External reference
Nanocomposite coatings with plasmonic structural colors for subambient daytime radiative cooling
10.1016/j.solener.2022.05.023 · 2022 · External reference
Colored, daytime radiative coolers with thin-film resonators for aesthetic purposes
10.1002/adom.201800707 · 2018 · External reference
Color-preserving passive radiative cooling for an actively temperature-regulated enclosure
10.1038/s41377-022-00810-y · 2022 · External reference
Photonic thermal management of coloured objects
2018 · External reference
Colored radiative cooler under optical tamm resonance
10.1021/acsphotonics.9b01005 · 2019 · External reference
Scalable colored subambient radiative coolers based on a polymer–tamm photonic structure
10.1021/acsami.2c23270 · 2023 · External reference
Daytime sub-ambient radiative cooling with vivid structural colors mediated by coupled nanocavities
10.1021/acsami.2c15573 · 2022 · External reference
The synthesis, properties and potential applications of cyclic polymers
10.1038/s41557-020-0440-5 · 2020 · External reference
Chemical reaction rates reflecting physical properties of polymer solutions
10.1021/ar50034a005 · 1970 · External reference
Synthesis and properties of porous polymers synthesized by Michael addition reactions of multi-functional acrylate, diamine, and dithiol compounds
10.1039/c9ra09684a · 2020 · External reference
Emerging trends in machine learning: a polymer perspective
10.1021/acspolymersau.2c00053 · 2023 · External reference
The rise of machine learning in polymer discovery
10.1002/aisy.202200243 · 2023 · External reference
Machine-learning-assisted low dielectric constant polymer discovery
10.1039/d0qm01093f · 2021 · External reference
Deep learning and inverse discovery of polymer self-consistent field theory inspired by physics-informed neural networks
10.1103/physreve.106.014503 · 2022 · External reference
Machine learning in polymer informatics
10.1002/inf2.12167 · 2021 · External reference
Prediction and interpretation of polymer properties using the graph convolutional network
10.1021/acspolymersau.1c00050 · 2022 · External reference
Machine-learning-assisted de novo design of organic molecules and polymers: opportunities and challenges
10.3390/polym12010163 · 2020 · External reference
Unresolved reference
External reference
10.1007/978-3-031-10602-6_21
10.1007/978-3-031-10602-6_21 · External reference
Designing thermal radiation metamaterials via a hybrid adversarial autoencoder and Bayesian optimization
10.1364/ol.453442 · 2022 · External reference
Machine learning–assisted global optimization of photonic devices
10.1515/nanoph-2020-0376 · 2021 · External reference
A Review of automatic differentiation and its efficient implementation
2019 · External reference
“Automatic differentiation in machine learning: a survey,”
2017 · External reference
Automatic differentiation and the optimization of differential equation models in biology
10.3389/fevo.2022.1010278 · 2022 · External reference
A mathematical model for automatic differentiation in machine learning
2020 · External reference
Unresolved reference
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“PyTorch: an imperative style, high-performance deep learning library,”
2019 · External reference
Unresolved reference
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Quantum computing
10.1073/pnas.95.19.11032 · 1998 · External reference
Physics-inspired optimization for quadratic unconstrained problems using a digital annealer
10.3389/fphy.2019.00048 · 2019 · External reference
Quadratic unconstrained binary optimization problem preprocessing: Theory and empirical analysis
10.1002/net.21751 · 2017 · External reference
Local search heuristics for Quadratic Unconstrained Binary Optimization (QUBO)
10.1007/s10732-007-9009-3 · 2007 · External reference
Designing metamaterials with quantum annealing and factorization machines
10.1103/physrevresearch.2.013319 · 2020 · External reference
High-performance transparent radiative cooler designed by quantum computing
10.1021/acsenergylett.2c01969 · 2022 · External reference
Machine learning framework for quantum sampling of highly constrained, continuous optimization problems
10.1063/5.0060481 · 2021 · External reference
10.1109/icdm.2010.127
10.1109/icdm.2010.127 · External reference
Unresolved reference
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Quantum computers
10.1038/nature08812 · 2010 · External reference
Laser-annealing Josephson junctions for yielding scaled-up superconducting quantum processors
10.1038/s41534-021-00464-5 · 2021 · External reference
Realizing repeated quantum error correction in a distance-three surface code
10.1038/s41586-022-04566-8 · 2022 · External reference
Suppressing quantum errors by scaling a surface code logical qubit
2023 · External reference
Encoding a qubit in a trapped-ion mechanical oscillator
10.1038/s41586-019-0960-6 · 2019 · External reference
Fault-tolerant operation of a logical qubit in a diamond quantum processor
10.1038/s41586-022-04819-6 · 2022 · External reference
