Multilevel CNNs for Parametric PDEs

v1v2 (latest)

Multilevel CNNs for Parametric PDEs

1 April 2023

ArXiv (abs)PDF HTML

Papers citing "Multilevel CNNs for Parametric PDEs"

6 / 6 papers shown

Title
Multi-level Neural Networks for high-dimensional parametric obstacle problems Martin Eigel Cosmas Heiß Janina Enrica Schutte AI4CE 58 0 0 07 Apr 2025
Multilevel CNNs for Parametric PDEs based on Adaptive Finite Elements Janina Enrica Schutte Martin Eigel AI4CE 64 1 0 20 Aug 2024
GFN: A graph feedforward network for resolution-invariant reduced operator learning in multifidelity applications Oisín M. Morrison F. Pichi J. Hesthaven AI4CE 72 6 0 05 Jun 2024
Learning smooth functions in high dimensions: from sparse polynomials to deep neural networks Ben Adcock Simone Brugiapaglia N. Dexter S. Moraga 63 4 0 04 Apr 2024
Adaptive Multilevel Neural Networks for Parametric PDEs with Error Estimation Janina Enrica Schutte Martin Eigel AI4CE 80 2 0 19 Mar 2024
Algorithmically Designed Artificial Neural Networks (ADANNs): Higher order deep operator learning for parametric partial differential equations Arnulf Jentzen Adrian Riekert Philippe von Wurstemberger 86 1 0 07 Feb 2023