scaomath/torch-cfd

Neural Operator-Assisted Computational Fluid Dynamics in PyTorch

Language: Python - Size: 20.8 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 3 - Forks: 0

neuraloperator/neuraloperator

Learning in infinite dimension with neural operators.

Language: Python - Size: 80.5 MB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 1,816 - Forks: 490

nickhnelsen/fourier-neural-mappings

An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.

Language: Python - Size: 2.86 MB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 10 - Forks: 0

SciML/NeuralOperators.jl

DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia

Language: Julia - Size: 15.4 MB - Last synced: about 2 months ago - Pushed: 2 months ago - Stars: 224 - Forks: 34

nickhnelsen/random-features-banach

Code for the paper "The Random Feature Model for Input-Output Maps between Banach Spaces"

Language: Python - Size: 19.7 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

nickhnelsen/error-bounds-for-vvRF

Code for the paper ``Error Bounds for Learning with Vector-Valued Random Features''

Language: Python - Size: 73.2 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

alisiahkoohi/csgm

Code to reproduce the results in "Conditional score-based diffusion models for Bayesian inference in infinite dimensions", NeurIPS 2023

Language: Python - Size: 95.7 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

slimgroup/FNO-NF.jl

Solving multiphysics-based inverse problems with learned surrogates and constraints

Language: Julia - Size: 6.48 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 5 - Forks: 0

ShashankSubramanian/neuraloperators-TL-scaling

Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML

Language: Python - Size: 817 KB - Last synced: 11 months ago - Pushed: about 1 year ago - Stars: 3 - Forks: 0

KozakHou/Python-Tensorflow-Fourier-Neural-Operator

Language: Jupyter Notebook - Size: 1.52 MB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0