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Physics-Constrained Bayesian Neural Networks to Predict Grain Evolution

20260 citationsPreprintgreen Open Access

Authors

Guangfa Li · Binghamton University

Luka Malashkhia · Georgia Institute of Technology

Anh Tran · Sandia National Laboratories

Yan Wang · Georgia Institute of Technology

Dehao Liu · Binghamton University

Topics & Keywords

Machine Learning in Materials Science Model Reduction and Neural Networks Microstructure and mechanical properties

UN Sustainable Development Goals

Affordable and clean energy

Publication Details

Published in: SSRN Electronic Journal

DOI: 10.2139/ssrn.6177779

Physics-Constrained Bayesian Neural Networks to Predict Grain Evolution | Researchclopedia