Ziatdinov, Maxim A https://orcid.org/0000-0003-2570-4592
Ghosh, Ayana https://orcid.org/0000-0002-0432-3689
Kalinin, Sergei V https://orcid.org/0000-0001-5354-6152
Funding for this research was provided by:
University of Washington
Center for the Science of Synthesis Across Scales–under Award (DE-SC0019288)
Energy Frontier Research Centers
User Facility
U.S. Department of Energy, Office of Science
Center for Nanophase Materials Sciences
Oak Ridge National Laboratory
Article Title: Physics makes the difference: Bayesian optimization and active learning via augmented Gaussian process
Journal Title: Machine Learning: Science and Technology
Article Type: paper
Copyright Information: © 2022 The Author(s). Published by IOP Publishing Ltd
Publication dates
Date Received: 2021-10-29
Date Accepted: 2022-01-14
Online publication date: 2022-02-07