Yield-prediction models for efficient exfoliation of soft layered materials into nanosheets
Kyohei Noda1, Yasuhiko Igarashi2, Hiroaki Imai1
1Department of Applied Chemistry, Faculty of Science and Technology, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama 223-8522, Japan. oakiyuya@applc.keio.ac.jp.
Chemical Communications (Cambridge, England)
|May 20, 2021
Abstract:
Yield-prediction models were studied for efficient exfoliation of soft layered materials stacked via van 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.
