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2102.00491
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Learning elliptic partial differential equations with randomized linear algebra
31 January 2021
Nicolas Boullé
Alex Townsend
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Papers citing
"Learning elliptic partial differential equations with randomized linear algebra"
8 / 8 papers shown
Title
Structure-Preserving Operator Learning
Nacime Bouziani
Nicolas Boullé
60
1
0
01 Oct 2024
Score Operator Newton transport
N. Chandramoorthy
F. Schaefer
Youssef Marzouk
OT
77
1
0
16 May 2023
Operator learning with PCA-Net: upper and lower complexity bounds
S. Lanthaler
72
26
0
28 Mar 2023
Elliptic PDE learning is provably data-efficient
N. Boullé
Diana Halikias
Alex Townsend
77
21
0
24 Feb 2023
Learning Green's functions associated with time-dependent partial differential equations
N. Boullé
Seick Kim
Tianyi Shi
Alex Townsend
AI4CE
97
26
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
171
58
0
27 Aug 2021
Learning Partial Differential Equations in Reproducing Kernel Hilbert Spaces
George Stepaniants
86
19
0
26 Aug 2021
Data-driven discovery of Green's functions with human-understandable deep learning
Nicolas Boullé
Christopher Earls
Alex Townsend
PINN
AI4CE
60
60
0
01 May 2021
1