Physics-driven discovery and bandgap engineering of hybrid perovskites-Reference-Cited by-同舟云学术

Physics-driven discovery and bandgap engineering of hybrid perovskites

Published:2024 Issue:8 Volume:3 Page:1577-1590
ISSN:2635-098X
Container-title:Digital Discovery
language:en
Short-container-title:Digital Discovery

Author:

Sanchez Sheryl L.¹^ORCID,Foadian Elham¹,Ziatdinov Maxim²³,Yang Jonghee¹⁴^ORCID,Kalinin Sergei V.¹,Liu Yongtao²^ORCID,Ahmadi Mahshid¹^ORCID

Affiliation:

1. Institute for Advanced Materials and Manufacturing, Department of Materials Science and Engineering, The University of Tennessee Knoxville, Knoxville, Tennessee, 37996, USA

2. Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA

3. Computer Science and Engineering Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA

4. Department of Chemistry, Yonsei University, Seoul 03722, Republic of Korea

Abstract

Discovery of physical models of binary compositions using structured Gaussian Process (sGP) with physics-informed mean functions, optimizing materials post-discovery to enhance design and application efficiency.

Funder

National Science Foundation

U. S. Department of Energy

Oak Ridge National Laboratory

Publisher

Royal Society of Chemistry (RSC)

Link

http://pubs.rsc.org/en/content/articlepdf/2024/DD/D4DD00080C

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