8 results found Sort:

lululxvi
deepxde lululxvi
799
3.1k
lgpl-2.1
58
A library for scientific machine learning and physics-informed learning
jax pde pinn paddle pytorch deeponet operator tensorflow deep-learning neural-network multi-fidelity-data physics-informed-learning scientific-machine-learning
Created 2019-02-08
1,235 commits to master branch, last one 6 days ago
jdtoscano94
Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_PIKANs_DeepONets jdtoscano94
179
530
unknown
12
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
jax pinns pikans cpikans pytorch deeponet tutorial deep-learning inverse-pinns neural-network neural-networks inverse-problems machine-learning kolmogorov-arnold-networks physicsinformedneuralnetworks
Created 2022-04-04
140 commits to main branch, last one 29 days ago
SciML
FluxNeuralOperators.jl SciML
41
273
mit
12
DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia
gnn pde julia deeponet operator deep-learning fourier-transform differential-equations fourier-neural-operator automatic-differentiation scientific-machine-learning partial-differential-equations
This repository has been archived (exclude archived)
Created 2021-05-19
440 commits to main branch, last one 5 months ago
katiana22
TL-DeepONet katiana22
10
68
mit
4
Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.
deeponet regression hilbert-spaces operator-learning transfer-learning multi-task-learning physics-informed-learning partial-differential-equations
Created 2022-05-13
105 commits to main branch, last one about a year ago
katiana22
latent-deeponet katiana22
15
58
mit
2
Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
deeponet regression latent-spaces fluid-dynamics neural-operators materials-science dimension-reduction partial-differential-equations
Created 2022-09-14
85 commits to main branch, last one 10 months ago
SciML
OperatorLearning.jl SciML
8
43
mit
5
No need to train, he's a smooth operator
julia deeponet neural-operator physics-informed-ml
Created 2021-06-28
184 commits to master branch, last one 4 months ago
dtu-act
deeponet-acoustic-wave-prop dtu-act
1
35
mit
2
Code for training and inferring acoustic wave propagation in 3D
deeponet operator-learning transfer-learning virtual-acoustics domain-decomposition
Created 2023-07-24
8 commits to main branch, last one 3 months ago
HewlettPackard
separable-operator-networks HewlettPackard
1
25
mit
5
Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.
deeponet operator-learning deep-operator-learning scientific-machine-learning partial-differential-equations physics-informed-neural-networks physics-informed-machine-learning
Created 2024-08-05
6 commits to main branch, last one 4 months ago