Neural Operator with Regularity Structure for Modeling Dynamics Driven by SPDEs

13 April 2022

Papers citing "Neural Operator with Regularity Structure for Modeling Dynamics Driven by SPDEs"

8 / 8 papers shown

Title
Better Neural PDE Solvers Through Data-Free Mesh Movers Peiyan Hu Yue Wang Zhi-Ming Ma AI4CE 25 2 0 09 Dec 2023
Stochastic Latent Transformer: Efficient Modelling of Stochastically Forced Zonal Jets Ira J. S. Shokar R. Kerswell Peter H. Haynes 24 3 0 25 Oct 2023
Infinite-dimensional reservoir computing Lukas Gonon Lyudmila Grigoryeva Juan-Pablo Ortega 36 8 0 02 Apr 2023
A Brief Survey on the Approximation Theory for Sequence Modelling Hao Jiang Qianxiao Li Zhong Li Shida Wang AI4TS 30 12 0 27 Feb 2023
Transformer Meets Boundary Value Inverse Problems Ruchi Guo Shuhao Cao Long Chen MedIm 36 21 0 29 Sep 2022
Neural Stochastic PDEs: Resolution-Invariant Learning of Continuous Spatiotemporal Dynamics C. Salvi M. Lemercier A. Gerasimovičs AI4CE 18 42 0 19 Oct 2021
Feature Engineering with Regularity Structures I. Chevyrev A. Gerasimovičs H. Weber 25 10 0 12 Aug 2021
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 217 2,287 0 18 Oct 2020