Machine learning-enabled design of metasurface based near-perfect daytime radiative cooler

Ultra-Broadband Solar Absorber and High-Efficiency Thermal Emitter from UV to Mid-Infrared Spectrum

(2023) Fuyan Wu et al.   Micromachines

Numerical simulation of efficient solar absorbers and thermal emitters based on multilayer nanodisk arrays

(2023) Ying Zheng et al.   APPLIED THERMAL ENGINEERING

Ultra-broadband tunable terahertz absorber based on graphene metasurface with multi-square rings

(2023) Zhipeng Ding et al.   MATERIALS SCIENCE IN SEMICONDUCTOR PROCESSING

Terahertz absorber based on double-layer graphene metasurface with tunable absorption window and intensity

(2023) Zhipeng Ding et al.   OPTICS AND LASER TECHNOLOGY

Maximized Frequency Doubling through the Inverse Design of Nonlinear Metamaterials

(2022) Lakshmi Raju et al.   ACS Nano

Photonics and thermodynamics concepts in radiative cooling

(2022) Shanhui Fan et al.   Nature Photonics

Ultra‐Wideband, Polarization‐Independent, Wide‐Angle Multilayer Swastika‐Shaped Metamaterial Solar Energy Absorber with Absorption Prediction using Machine Learning

(2022) Shobhit K. Patel et al.   Advanced Theory and Simulations

Droplet effect on the infrared transmittance of radiative cooler for direct water condensation

(2022) Rui Yang et al.   SOLAR ENERGY MATERIALS AND SOLAR CELLS

VO2 metasurface smart thermal emitter with high visual transparency for passive radiative cooling regulation in space and terrestrial applications

(2022) Kai Sun et al.   Nanophotonics

Interpretable machine learning for knowledge generation in heterogeneous catalysis

(2022) Jacques A. Esterhuizen et al.   Nature Catalysis

Optimization of Metamaterial‐Based Solar Energy Absorber for Enhancing Solar Thermal Energy Conversion Using Artificial Intelligence

(2022) Shobhit K. Patel et al.   Advanced Theory and Simulations

An energy-efficient glass using biomimetic structures with excellent energy saving features in both hot and cold weather

(2022) Fuqiang Wang et al.   JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER

Graphene-based metasurface solar absorber design for the visible and near-infrared region with behavior prediction using Polynomial Regression

(2022) Shobhit K. Patel et al.   OPTIK

Super‐Large‐Scale Hierarchically Porous Films Based on Self‐Assembled Eye‐Like Air Pores for High‐Performance Daytime Radiative Cooling

(2022) Qing Tian et al.   Small

An Ultrathin Transparent Radiative Cooling Photonic Structure with a High NIR Reflection

(2022) Saichao Dang et al.   Advanced Materials Interfaces

Multispectral camouflage for infrared, visible, lasers and microwave with radiative cooling

(2021) Huanzheng Zhu et al.   Nature Communications

Machine Learning-Based Diffractive Image Analysis with Subwavelength Resolution

(2021) Abantika Ghosh et al.   ACS Photonics

Temperature-adaptive radiative coating for all-season household thermal regulation

(2021) Kechao Tang et al.   SCIENCE

Optimization of random silica-polymethylpentene (TPX) radiative coolers towards substantial cooling capacity

(2021) Jie Feng et al.   SOLAR ENERGY MATERIALS AND SOLAR CELLS

A weather-resistant daytime radiative cooler based on fluorocarbon resin

(2021) Ruifeng Dong et al.   SOLAR ENERGY MATERIALS AND SOLAR CELLS

Spectrally Selective Inorganic-Based Multilayer Emitter for Daytime Radiative Cooling

(2020) Dongwoo Chae et al.   ACS Applied Materials & Interfaces

Comprehensive Design of Thin Films for Enhanced Daytime Passive Radiative Cooling

(2020) Muhammed Kecebas et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS

Highly efficient ternary polymer solar cell with two non-fullerene acceptors

(2020) María Privado et al.   SOLAR ENERGY

Moth-eye shaped on-demand broadband and switchable perfect absorbers based on vanadium dioxide

(2020) Trevon Badloe et al.   Scientific Reports

Photonic Metasurfaces as Relativistic Light Sails for Doppler‐Broadened Stable Beam‐Riding and Radiative Cooling

(2020) Mohammad Mahdi Salary et al.   Laser & Photonics Reviews

Biologically inspired flexible photonic films for efficient passive radiative cooling

(2020) Haiwen Zhang et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Creating an Eco‐Friendly Building Coating with Smart Subambient Radiative Cooling

(2020) Xiao Xue et al.   ADVANCED MATERIALS

Scalable and hierarchically designed polymer film as a selective thermal emitter for high-performance all-day radiative cooling

(2020) Duo Li et al.   Nature Nanotechnology

Realization of perfect selective absorber based on multipole modes in all-dielectric moth-eye structure

(2019) Chang Liu et al.   OPTICS EXPRESS

Approach to fabricating high-performance cooler with near-ideal emissive spectrum for above-ambient air temperature radiative cooling

(2019) Mengyu Gao et al.   SOLAR ENERGY MATERIALS AND SOLAR CELLS

Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series

(2019) Matheus Henrique Dal Molin Ribeiro et al.   APPLIED SOFT COMPUTING

Deep-Learning-Enabled On-Demand Design of Chiral Metamaterials

(2018) Wei Ma et al.   ACS Nano

A dual-layer structure with record-high solar reflectance for daytime radiative cooling

(2018) Peiyan Yang et al.   SOLAR ENERGY

Training Deep Neural Networks for the Inverse Design of Nanophotonic Structures

(2018) Dianjing Liu et al.   ACS Photonics

The design of ultra-broadband selective near-perfect absorber based on photonic structures to achieve near-ideal daytime radiative cooling

(2018) Dong Wu et al.   MATERIALS & DESIGN

Plasmonic nanostructure design and characterization via Deep Learning

(2018) Itzik Malkiel et al.   Light-Science & Applications

Tunable near-field radiative transfer by III–V group compound semiconductors

(2018) Elif Begüm Elçioğlu et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

Resonant Lattice Kerker Effect in Metasurfaces With Electric and Magnetic Optical Responses

(2017) Viktoriia E. Babicheva et al.   Laser & Photonics Reviews

Broadband Near-Unidirectional Absorption Enabled by Phonon-Polariton Resonances in SiC Micropyramid Arrays

(2017) G. C. R. Devarapu et al.   Physical Review Applied

Radiative Cooling: Principles, Progress, and Potentials

(2016) Md. Muntasir Hossain et al.   Advanced Science

Giant nonlinear response from plasmonic metasurfaces coupled to intersubband transitions

(2014) Jongwon Lee et al.   NATURE

Passive radiative cooling below ambient air temperature under direct sunlight

(2014) Aaswath P. Raman et al.   NATURE

Acoustic metasurface with hybrid resonances

(2014) Guancong Ma et al.   NATURE MATERIALS

Comparing Machine Learning Classifiers for Object-Based Land Cover Classification Using Very High Resolution Imagery

(2014) Yuguo Qian et al.   Remote Sensing

Mid-infrared optical properties of thin films of aluminum oxide, titanium dioxide, silicon dioxide, aluminum nitride, and silicon nitride

(2012) Jan Kischkat et al.   APPLIED OPTICS