Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients

Zhongkai Hao, Chengyang Ying, Hang Su 0006, Jun Zhu 0001, Jian Song, Ze Cheng. Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients. In The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023. OpenReview.net, 2023. [doi]

Abstract

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