Generalization error guaranteed auto-encoder-based nonlinear model reduction for operator learning

DOI10.1016/j.acha.2024.101717MaRDI QIDQ6652579

Unnamed Author, Biraj Dahal, Wenjing Liao, Rongjie Lai

Publication date: 12 December 2024

Published in: Applied and Computational Harmonic Analysis (Search for Journal in Brave)

zbMATH Keywords

model reductiongeneralization errordeep learning theoryoperator learningauto-encoder

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Pseudodifferential operators and other generalizations of partial differential operators (35S99) Partial differential operators (47F99)

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