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 …

[HTML][HTML] Recent advances in electrospun membranes for radiative cooling

D Zhang, H Zhang, Z Xu, Y Zhao - Materials, 2023 - mdpi.com
Radiative cooling is an approach that maximizes the thermal emission through the
atmospheric window in order to dissipate heat, while minimizing the absorption of incoming …

Advanced cooling textile technologies for personal thermoregulation

Y Jing, M Du, P Zhang, Z Liang, Y Du, L Yao… - Materials Today …, 2024 - Elsevier
Cooling textiles have attracted significant attention for dramatically improving the energy
efficiency and reducing the overall energy consumption when compared with age-old …

Weatherable, solvent-soluble, paintable and transparent fluoropolymers for daytime radiative cooling

HTT Tam, M Toma, T Okamoto, M Hidaka, K Fujii… - International Journal of …, 2023 - Elsevier
Abstract A fluoropolymer, LUMIFLON TM (LF), with high transparency at solar wavelengths
is reported for use in efficient daytime radiative cooling (RC). The RC property is even …

Transparent Radiative Cooling Materials and Their Application to Energy Harvesting

K Kajikawa - Thermal Plasmonics and Metamaterials for a Low …, 2024 - taylorfrancis.com
Cooling an object usually requires energy, such as electricity. However, if it were possible to
cool an object without using energy, not only could energy be saved, but energy could also …