activity
20152022
most citedA machine learning-based selective sampling procedure for identifying the low energy region in a potential energy surface: a case study on proton conduction in oxides

63 citations · 162 across the 6 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cond-mat.mes-hall2022★ 6 cited

Visual explanations of machine learning model estimating charge states in quantum dots

Yui Muto, Takumi Nakaso, Motoya Shinozaki +13

Charge state recognition in quantum dot devices is important in the preparation of quantum bits for quantum information processing. Toward auto-tuning of larger-scale quantum devic…

cond-mat.mtrl-sci2022★ 29 cited

Ring-originated anisotropy of local structural ordering in amorphous and crystalline silicon dioxide

Motoki Shiga, Akihiko Hirata, Yohei Onodera +1

Rings comprising chemically bonded atoms are essential topological motifs for the structural ordering of network-forming materials. Quantification of such larger motifs beyond shor…