most citedIdentifying Direct Bandgap Silicon Structures with High-throughput Search and Machine Learning Methods

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cond-mat.mtrl-sci2024★ 1 cited

Identifying Direct Bandgap Silicon Structures with High-throughput Search and Machine Learning Methods

Rui Wang, Hongyu Yu, Yang Zhong +1

Utilizations of silicon-based luminescent devices are restricted by the indirect-gap nature of diamond silicon. In this study, the high-throughput method is employed to expedite di…

cond-mat.mtrl-sci2024

Insights into the defect-driven heterogeneous structural evolution of Ni-rich layered cathode in lithium-ion batteries

Zhongyuan Huang, Ziwei Chen, Maolin Yang +10

Recently, considerable efforts have been made on research and improvement for Ni-rich lithium-ion batteries to meet the demand from vehicles and grid-level large-scale energy stora…