Learning elliptic partial differential equations with randomized linear algebra

31 January 2021

Papers citing "Learning elliptic partial differential equations with randomized linear algebra"

8 / 8 papers shown

Title
Operator learning for hyperbolic partial differential equations Christopher Wang Alex Townsend 42 2 0 29 Dec 2023
Error Bounds for Learning with Vector-Valued Random Features S. Lanthaler Nicholas H. Nelsen 27 12 0 26 May 2023
Score Operator Newton transport N. Chandramoorthy F. Schaefer Youssef Marzouk OT 20 1 0 16 May 2023
Elliptic PDE learning is provably data-efficient N. Boullé Diana Halikias Alex Townsend 28 18 0 24 Feb 2023
Learning Green's functions associated with time-dependent partial differential equations N. Boullé Seick Kim Tianyi Shi Alex Townsend AI4CE 29 25 0 27 Apr 2022
Convergence Rates for Learning Linear Operators from Noisy Data Maarten V. de Hoop Nikola B. Kovachki Nicholas H. Nelsen Andrew M. Stuart 21 54 0 27 Aug 2021
Learning Partial Differential Equations in Reproducing Kernel Hilbert Spaces George Stepaniants 49 15 0 26 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 259 2,309 0 18 Oct 2020