KPCA-DeepONet

2024/03/27 by Hamidreza Eivazi, Eivazi, Hamidreza, Stefan Wittek +3 · 2 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)

paper · pdf · doi:10.48550/arxiv.2403.18735

openalex publication_date 2024/03/27 · openalex created_date 2024/03/29 · openalex updated_date 2026/07/28

Abstract

Nonlinear model reduction for operator learning

Cited by

• Variational Rank Reduction Autoencoders for Generative Thermal Design
• A Neural Operator based Hybrid Microscale Model for Multiscale Simulation of Rate-Dependent Materials

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