A broadband Terahertz metamaterial absorber enabled by a water-assisted square-pyramid architecture with optical transmittance. [PDF]
Zhao Y +7 more
europepmc +1 more source
Data‐Guided Photocatalysis: Supervised Machine Learning in Water Splitting and CO2 Conversion
This review highlights recent advances in supervised machine learning (ML) for photocatalysis, emphasizing methods to optimize photocatalyst properties and design materials for solar‐driven water splitting and CO2 reduction. Key applications, challenges, and future directions are discussed, offering a practical framework for integrating ML into the ...
Paul Rossener Regonia +1 more
wiley +1 more source
A comparative in vitro evaluation of nano-oxides for ultraviolet protection in maxillofacial silicones. [PDF]
Verma S +4 more
europepmc +1 more source
This work investigates the optimal initial data size for surrogate‐based active learning in functional material optimization. Using factorization machine (FM)‐based quadratic unconstrained binary optimization (QUBO) surrogates and averaged piecewise linear regression, we show that adequate initial data accelerates convergence, enhances efficiency, and ...
Seongmin Kim, In‐Saeng Suh
wiley +1 more source
Effect of Flash Lamp and Furnace Annealing on the Electrical and Optical Properties of Ti-Al-Codoped ZnO Films Deposited by DC Magnetron Sputtering. [PDF]
Kim M +8 more
europepmc +1 more source
A Flexible and Thermally Uniform TiO<sub>2</sub>/Ag/SiO<sub>2</sub> Transparent Heater for Skin-Integrated Applications. [PDF]
Jo J, Kang G, Lee C, Vo TTB, Choi D.
europepmc +1 more source
High-Performance Flexible Near-Infrared Organic Light-Emitting Diodes with a Heterogeneous Alloy Semitransparent Electrode. [PDF]
Xu M +10 more
europepmc +1 more source
Investigation of direct welding of organza textile and PET mesh for designing free-form lighting. [PDF]
Bae E, Jeon H, Chung H, Park C.
europepmc +1 more source
Dataset describing two reference models for full-spectral lighting and daylight simulations together with implementations for two software systems. [PDF]
Geisler-Moroder D +5 more
europepmc +1 more source
Structure of tendon causes highly optical anisotropic properties and transport. [PDF]
Nazarian A +4 more
europepmc +1 more source

