Photonic structures in radiative cooling

M Lee, G Kim, Y Jung, KR Pyun, J Lee… - Light: Science & …, 2023 - nature.com
Radiative cooling is a passive cooling technology without any energy consumption,
compared to conventional cooling technologies that require power sources and dump waste …

Recent advances in material engineering and applications for passive daytime radiative cooling

S Wu, Y Cao, Y Li, W Sun - Advanced Optical Materials, 2023 - Wiley Online Library
Passive daytime radiative cooling (PDRC) is a game‐changing strategy for cooling, aiming
to alleviate the major problems such as global warming. It is featured with zero energy …

High-performance transparent radiative cooler designed by quantum computing

S Kim, W Shang, S Moon, T Pastega, E Lee… - ACS Energy …, 2022 - ACS Publications
Transparent radiative coolers can be used as window materials to reduce cooling energy
needs for buildings and automobiles, which may contribute significantly to addressing …

General deep learning framework for emissivity engineering

S Yu, P Zhou, W Xi, Z Chen, Y Deng, X Luo… - Light: Science & …, 2023 - nature.com
Wavelength-selective thermal emitters (WS-TEs) have been frequently designed to achieve
desired target emissivity spectra, as a typical emissivity engineering, for broad applications …

Machine learning-enabled inverse design of radiative cooling film with on-demand transmissive color

Q Guan, A Raza, SS Mao, LF Vega, TJ Zhang - ACS Photonics, 2023 - ACS Publications
Passive radiative cooling is a cost-efficient and eco-friendly approach to cool terrestrial
objects by dissipating heat to the outer space. Colored radiative cooling (CRC) has many …

Machine learning aided design and optimization of thermal metamaterials

C Zhu, EA Bamidele, X Shen, G Zhu, B Li - Chemical Reviews, 2024 - ACS Publications
Artificial Intelligence (AI) has advanced material research that were previously intractable,
for example, the machine learning (ML) has been able to predict some unprecedented …

Efficient radiative cooling with bi-rhombic metamaterial and its application in thermoelectric power generation

H Xie, H Yin, H Xia, C Fan - International Journal of Heat and Mass Transfer, 2024 - Elsevier
In this work, we have not only demonstrated a bi-rhombic radiative cooling metamaterial but
also explored its application in power generation. It exhibits ultrahigh broadband emission in …

Scalable colored subambient radiative coolers based on a polymer–tamm photonic structure

T Huang, Q Chen, J Huang, Y Lu, H Xu… - … Applied Materials & …, 2023 - ACS Publications
Daytime radiative coolers cool objects below the air temperature without any electricity input,
while most of them are limited by a silvery or whitish appearance. Colored daytime radiative …

Data-driven design of multilayer hyperbolic metamaterials for near-field thermal radiative modulator with high modulation contrast

T Liao, CY Zhao, H Wang, S Ju - International Journal of Heat and Mass …, 2024 - Elsevier
The thermal modulator based on the near-field radiative heat transfer has wide applications
in thermoelectric diodes, thermoelectric transistors, and thermal storage. However, the …

Development and degradation analysis of novel three-layered sustainable composite coating for daytime radiative cooling

JP Bijarniya, J Sarkar, S Tiwari, P Maiti - Solar Energy Materials and Solar …, 2023 - Elsevier
Structural stability, surface cleaning and wind speed effect, along with degradation behavior
against sun exposure, dust deposition and water (rain) are important technical issues of …