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20192023
most citedSingle-model uncertainty quantification in neural network potentials does not consistently outperform model ensembles

94 citations · 131 across the 5 of their papers we have counts for

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cond-mat.mtrl-sci2022

Modeling Short-Range and Three-Membered Ring Structures in Lithium Borosilicate Glasses using Machine Learning Potential

Shingo Urata

Lithium borosilicate (LBS) glass is a prototypical lithium-ion conducting oxide glasses available for an all-solid state buttery. Nevertheless, the atomistic modeling of LBS glass…