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researcher

K. Toyoura

11 papers hereh-index 211.6k citations105 works total

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

author position
  • sole author1
  • first author4
  • middle author2
  • last author4

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci8
  • physics.chem-ph1
  • physics.comp-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20152026
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 · 115 across the 11 of their papers we have counts for

collaborators
Showing 2015Show all

1 paper · 1 filter

cond-mat.mtrl-sci2015★ 63 cited

A 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

Kazuaki Toyoura, Daisuke Hirano, Atsuto Seko +5

In this paper, we propose a selective sampling procedure to preferentially evaluate a potential energy surface (PES) in a part of the configuration space governing a physical prope…

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