Results 121 to 130 of about 3,387 (214)

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

Excited‐State Pathway Switching via Reversible Structural Phase Transitions in Sb3+‐Doped Cadmium Halides

Angewandte Chemie, EarlyView.
Octahedral (DFPD)6CdCl8:10%Sb and tetrahedral (DFPD)2CdCl4·H2O:5%Sb exhibit distinct luminescence dictated by coordination geometry. Solvent‐induced reversible phase transformation enables dynamic switching between yellow and deep‐orange emission. Combined experimental and computational studies elucidate the luminescence mechanisms, and the reversible ...
Zhe Tang, Binbin Fan, Chenxin Fan, Qingfeng Wei, Dandan Luo, Tingting Xue, Yan Su, Junsheng Chen   +7 more
wiley   +2 more sources

Dynamic controls on subsurface water chemistry and habitability on icy moons. [PDF]

Innovation (Camb)
Zhang C, Yang Y, Cai Y, Zhang S, He C, Glein C, Huang F, Lollar BS, Hao J.   +8 more
europepmc   +1 more source

Why Physics Still Matters: Improving Machine Learning Prediction of Material Properties With Phonon‐Informed Datasets

Advanced Intelligent Discovery, EarlyView.
Phonons‐informed machine‐learning predictive models are propitious for reproducing thermal effects in computational materials science studies. Machine learning (ML) methods have become powerful tools for predicting material properties with near first‐principles accuracy and vastly reduced computational cost.
Pol Benítez, Cibrán López, Edgardo Saucedo, Teruyasu Mizoguchi, Claudio Cazorla   +4 more
wiley   +1 more source

Good vibrations: Exploring how orbital resonance shapes the Galilean moons. [PDF]

Nat Commun
Veenstra A, van Woerkom Q, Marzolini A, Fayolle S, Filice V.   +4 more
europepmc   +1 more source

Small-Satellite System Fault Diagnosis via a Temporal-Spatial 3D-CNN with Imbalanced-Aware Training. [PDF]

Sensors (Basel)
Wang B, Goh ST, Tissera SC, Rai A, Zhang L.   +4 more
europepmc   +1 more source

O-RAID: a satellite constellation architecture for ultra-resilient global data backup. [PDF]

Sci Rep
Meegama RGN.
europepmc   +1 more source

Triboelectric Nanogenerators for Future Space Missions. [PDF]

Nanomicro Lett
Shaukat RA, Rehman MM, Khan M, Chang R, Iorio CS, Samad YA, Shi Y.   +6 more
europepmc   +1 more source

Mars' induced magnetosphere can form under radial interplanetary magnetic field. [PDF]

Innovation (Camb)
Lin R, Huang S, Zhou J, Wang Y, Yuan Z, Dubinin E, Fränz M, Lu H, Liu K, Chai L, Song Y, Wang G, Chi Y, Wu H, Jiang K, Xiong Q, Zou Z.   +16 more
europepmc   +1 more source

Simultaneous Pi2 pulsation detected by CSES-01, Swarm, RBSP and Arase satellites. [PDF]

Sci Rep
Ghamry E, Yamamoto K, Marchetti D, Takahashi K, Hawash I, Khalifa M, Bulusu J, Metwaly M, Miyoshi Y, Zhima Z, Matsuoka A, Teramoto M, Kasahara Y, Tsuchiya F, Kumamoto A, Shinbori A, Shinohara I.   +16 more
europepmc   +1 more source