Yield-prediction models for efficient exfoliation of soft layered materials into nanosheets

Kyohei Noda, Yasuhiko Igarashi, Hiroaki Imai, Yuya Oaki

Research output: Contribution to journalArticlepeer-review

Abstract

Yield-prediction models were studied for efficient exfoliation of soft layered materials stackedviavan der Waals interactions with the assistance of machine learning on small experimental data. High-yield exfoliation of graphite and layered organic polymer was achieved under the conditions guided by the models in a limited number of experiments.

Original languageEnglish
Pages (from-to)5921-5924
Number of pages4
JournalChemical Communications
Volume57
Issue number48
DOIs
Publication statusPublished - 2021 Jun 18

ASJC Scopus subject areas

  • Catalysis
  • Electronic, Optical and Magnetic Materials
  • Ceramics and Composites
  • Chemistry(all)
  • Surfaces, Coatings and Films
  • Metals and Alloys
  • Materials Chemistry

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