Papers matching “parametric partial differential equations” 7
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Finite Operator Learning: Bridging neural operators and numerical methods for efficient parametric solution and optimization of PDEs2025 Finite Elements in Analysis and Design article Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Reza Najian Asl, Kianoosh Taghikhani, Ahmad Moeineddin, Michael Kaliske, Markus Apel
14citations -
A Convergent Adaptive Finite Element Stochastic Galerkin Method Based on Multilevel Expansions of Random Fields2025 SIAM Journal on Numerical Analysis article Decision Sciences Probabilistic and Robust Engineering Design Open access
Markus Bachmayr, Martin Eigel, Henrik Eisenmann, Igor Voulis
1citations
7 results