Results 191 to 200 of about 52,040 (267)

Compositional Gradient-Engineered Ti-WO₃ Films for Simultaneous Enhancement of Coloration Efficiency and Mechanical Robustness. [PDF]

Small
Luo F, Park CS, Seo YE, Jiang X, Kim HK.
europepmc   +1 more source

Data‐Guided Photocatalysis: Supervised Machine Learning in Water Splitting and CO2 Conversion

Advanced Intelligent Discovery, EarlyView.
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, Christian Mark Pelicano   +1 more
wiley   +1 more source

Model for analysis of water-cleaning impact on polysilane-based antisoiling coating in PV system. [PDF]

Sci Rep
Sengupta S, Adak D, Maiti PS, Ghosh A, Bhattacharyya R.   +4 more
europepmc   +1 more source

Factorization Machine‐Based Active Learning for Functional Materials Design with Optimal Initial Data

Advanced Intelligent Discovery, EarlyView.
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

A broadband Terahertz metamaterial absorber enabled by a water-assisted square-pyramid architecture with optical transmittance. [PDF]

Sci Rep
Zhao Y, Hu P, Zhang X, Li Q, Xie T, Yuan Y, Wu X, Ling F.   +7 more
europepmc   +1 more source

A comparative in vitro evaluation of nano-oxides for ultraviolet protection in maxillofacial silicones. [PDF]

Discov Nano
Verma S, Abdul SA, Venugopal VN, Sivakumar NR, Saravanan A.   +4 more
europepmc   +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]

ACS Omega
Kim M, Zhang G, Huh YY, Jo CH, Ganss F, Saleem M, Zhou S, Koh JH, Prucnal S.   +8 more
europepmc   +1 more source

High-Performance Flexible Near-Infrared Organic Light-Emitting Diodes with a Heterogeneous Alloy Semitransparent Electrode. [PDF]

Adv Mater
Xu M, Han M, Xue M, Liu S, Li Y, Deng G, Zhang L, Zhang Y, Cheng G, Xie W, Che CM.   +10 more
europepmc   +1 more source

Dataset describing two reference models for full-spectral lighting and daylight simulations together with implementations for two software systems. [PDF]

Data Brief
Geisler-Moroder D, Maskarenj M, Ward G, Wang T, Lee ES, Altomonte S.   +5 more
europepmc   +1 more source

Investigation of direct welding of organza textile and PET mesh for designing free-form lighting. [PDF]

Sci Rep
Bae E, Jeon H, Chung H, Park C.
europepmc   +1 more source