Bayesian neural networks for predicting uncertainty in full-field material response

DOI10.1016/j.cma.2024.117486MaRDI QIDQ6663292

Michael D. Shields, L. L. Graham-Brady, George D. Pasparakis

Publication date: 14 January 2025

Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)

zbMATH Keywords

variational inferencesurrogate modelingBayesian neural networkdata-driven mechanicsepistemic and aleatoric uncertainties

Mathematics Subject Classification ID

Mechanics of deformable solids (74-XX) Fluid mechanics (76-XX)

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