Iterative surrogate model optimization (ISMO): An active learning algorithm for PDE constrained optimization with deep neural networks

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Authors: Kjetil O. Lye, Siddhartha Mishra, Deep Ray, Praveen Chandrashekar

Journal title: Computer Methods in Applied Mechanics and Engineering

Journal number: 374

Journal publisher: Elsevier BV

Published year: 2021

Published pages: 113575

DOI identifier: 10.1016/j.cma.2020.113575

ISSN: 0045-7825