Results 141 to 150 of about 3,222,904 (289)

Machine Learning Interatomic Potentials for Energy Materials: Architectures, Training Strategies, and Applications

Advanced Energy Materials, EarlyView.
Machine learning interatomic potentials bridge quantum accuracy and computational efficiency for materials discovery. Architectures from Gaussian process regression to equivariant graph neural networks, training strategies including active learning and foundation models, and applications in solid‐state electrolytes, batteries, electrocatalysts ...
In Kee Park, Saeed Pourasad, Jinhong Mun, Arunkumar Chitteth Rajan, Tae Hyeon Park, Anand Rohit, Mohammad Zafari, Tan‐Lien Pham, Eunjae Jung, Bonseung Koo, Miran Ha, Gi Beom Sim, Hyun Gyu Park, Won Woong Choi, Kwanghyeon Jo, Soohaeng Yoo Willow, David ChangMo Yang, Chang Woo Myung, Geunsik Lee, Kwang S. Kim   +19 more
wiley   +1 more source

Design Principles of Electrocatalysts for Industrial‐Scale Water Electrolysis

Advanced Energy Materials, EarlyView.
This Review distills electrocatalyst design for industrial‐scale water electrolysis into integrated principles linking active‐site engineering, phase and lattice modulation, interfacial microenvironment regulation and mass‐transport control. By connecting catalyst families with HER/OER mechanisms and practical operating demands, it outlines pathways ...
Hong Tang, Ce Cui, John Wang
wiley   +1 more source

From Laboratory to Industry: Evaporating Functional Layers at High Rates for Fully Textured Perovskite/Silicon Tandems

Advanced Energy Materials, EarlyView.
Perovskite/silicon tandem solar cells exhibit outstanding efficiencies; however, the development of scalable and high‐throughput manufacturing processes remains a critical challenge. Here, we demonstrate accelerated deposition of multiple functional layers via high‐rate thermal evaporation without compromising film quality or device performance.
Bhushan P. Kore, Oliver Fischer, Mohamed A. A. Mahmoud, Martin Bivour, Stefan W. Glunz, Juliane Borchert   +5 more
wiley   +1 more source

Circular photogalvanic spectroscopy of Rashba splitting in 2D hybrid organic-inorganic perovskite multiple quantum wells. [PDF]

Nat Commun, 2020
Liu X, Chanana A, Huynh U, Xue F, Haney P, Blair S, Jiang X, Vardeny ZV.   +7 more
europepmc   +1 more source

Distinct room-temperature dielectric transition in a perchlorate-based organic–inorganic hybrid perovskite

, 2017
Distinct room-temperature dielectric transition is realized in a perchlorate-based organic–inorganic hybrid perovskite with the introduction of a polar cationic guest.
Yu-Ling Sun, Wen Zhang, Chao Shi
core   +1 more source

Experimentally Determined Spatiotemporal Charge Carrier Dynamics for the Development of Particulate Photocatalysts

Advanced Energy Materials, EarlyView.
This review looks at the different experimental techniques that measure spatiotemporal charge carrier dynamics. This information is viewed in the context of particulate photocatalysts, outlining the insights these techniques provide and how they advance our understanding.
Sutripto Khasnabis, Robert Godin
wiley   +1 more source

Band-Gap Tuning of Organic–Inorganic Hybrid Palladium Perovskite Materials for a Near-Infrared Optoelectronics Response

, 2018
Organic–inorganic hybrid material is a recent hot topic in the scientific community. The best band gap for the entire solar absorption spectrum is about 1.1 eV. However, the lead perovskite band gap is about 1.5 eV.
Cang Yuan (5890973), Shaozhen Shi (4637896), Huawei Zhou, Xiaozhen Ren (5738450), Jinsheng Zhao, Jinsheng Zhao (635694), Yunying Wang (5711222), Jiazhen Wei (4637884), Xinting Wei, Xianxi Zhang, Huawei Zhou (1335699), Yunying Wang, Jiawen Cui (4513135), Huiyan Ma, Xin Shao, Xipeng Pu, Xiaolei Cui (3491357), Jie Wang (16762), Huiyan Ma (91775), Jie Wang, Guohang He, Xipeng Pu (5738447), Wenzhi Li (617452), Xianxi Zhang (1452820), Xiaozhen Ren, Jie Yin, Xinting Wei (744886), Guohang He (5890976), Xin Shao (2733457), Cang Yuan, Jiazhen Wei, Jiawen Cui, Jie Yin (266670), Xiaolei Cui, Dafeng Zhang (2351323), Wenzhi Li, Dafeng Zhang, Shaozhen Shi   +37 more
core   +1 more source

Structure and Spectroscopic Characterisation of Phenanthroline‐Based Iodobismuthate(III) Complexes Utilised for Raw Acoustic Signal Classification

Advanced Intelligent Discovery, EarlyView.
Memristors based on trimethylsulfonium (phenanthroline)tetraiodobismuthate have been utilised as a nonlinear node in a delayed feedback reservoir. This system allowed an efficient classification of acoustic signals, namely differentiation of vocalisation of the brushtail possum (Trichosurus vulpecula).
Ewelina Cechosz, Gisya Abdi, Andrzej Sławek, Marlena Gryl, Konrad Szaciłowski   +4 more
wiley   +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

Organic-inorganic hybrid hollow nanospheres with microwindows on the shell

, 2008
We demonstrate, for the first time, that organic-inorganic hybrid hollow nanospheres with controllable size (12-20 nm) and shell thickness (4-7 nm) can be successfully synthesized through the condensation of 1,2-bis(trimethoxysilyl)ethane (BTME) around ...
Liu, Jian, 杨启华, Yang, Hengquan, Yang, Qihua, Zhang, Lei, Gao, Jinsuo, Li, Can, 李灿   +7 more
core   +1 more source