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S. Urata

5 papers hereh-index 252.1k citations127 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • middle author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci3
  • cond-mat.soft1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
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

collaborators
Showing cond-mat.mtrl-sciShow all

3 papers · 1 filter

cond-mat.mtrl-sci2023

Microscopic mechanism of structural and volume relaxation below glass transition temperature in a soda-lime silicate glass revealed by Raman spectroscopy and its first principle calculations

Taisuke Suzuki, Yuya Hamada, Masahiro Shimizu +3

To elucidate the atomistic origin of volume relaxation in soda-lime silicate glass annealed below the glass transition temperature (Tg), the experimental and calculated Raman spect…

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…

cond-mat.mtrl-sci2021★ 2 cited

Graph theory-based structural analysis on density anomaly of silica glass

Aik Rui Tan, Shingo Urata, Masatsugu Yamada +1

Analyzing the atomic structure of glassy materials is a tremendous challenge both experimentally and computationally, and the lack of direct, detailed insights into glass structure…

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