neuraloperator/neuraloperator

Learning in infinite dimension with neural operators.

Language: Python - Size: 104 MB - Last synced at: about 20 hours ago - Pushed at: about 21 hours ago - Stars: 2,747 - Forks: 685

deepmancer/medseg-diffusion

A PyTorch implementation of MedSegDiff, a diffusion probabilistic model designed for medical image segmentation.

Language: Jupyter Notebook - Size: 18.4 MB - Last synced at: about 4 hours ago - Pushed at: 7 months ago - Stars: 12 - Forks: 2

scaomath/torch-cfd

[ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch

Language: Python - Size: 65.5 MB - Last synced at: 4 days ago - Pushed at: 6 days ago - Stars: 43 - Forks: 4

SciML/FluxNeuralOperators.jl 📦

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

Language: Julia - Size: 15.3 MB - Last synced at: 4 days ago - Pushed at: 9 months ago - Stars: 280 - Forks: 41

nickhnelsen/random-features-banach

Code for the paper "The Random Feature Model for Input-Output Maps between Banach Spaces" (SIREV SIGEST 2024, SISC 2021)

Language: Python - Size: 19.7 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 10 - Forks: 1

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 at: 3 months ago - Pushed at: 7 months ago - Stars: 9 - Forks: 2

Parallel-in-Time/cfno

CFNO is a variant of Fourier Neural Operators that uses a Chebychev expansion in the vertical direction.

Language: Python - Size: 43.3 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 1

nickhnelsen/fourier-neural-mappings

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

Language: Python - Size: 4.3 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 18 - Forks: 0

nickhnelsen/error-bounds-for-vvRF

Code for the paper ``Error Bounds for Learning with Vector-Valued Random Features'' (NeurIPS 2023, Spotlight)

Language: Python - Size: 76.2 KB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 3 - Forks: 0

anac0der/fnoreg

[ICPR 2024] FNOReg: Resolution-Robust Medical Image Registration Method Based on Fourier Neural Operator

Language: Python - Size: 1020 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

kaustuv-d/FNO-MaterialAnalysis-IISc

These works are under Prof. Akshay Joshi, Mechanical Engineering Dept., IISc Bangalore. On FNOs (Fourier Neural Networks) in multi-dimensions for material property analysis, in different circumstances.

Language: Jupyter Notebook - Size: 4.87 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

AdamJamesSheppard/fokker-planck-based-data-assimilation

Fokker Planck based Data Assimilation method using Fourier Neural Operators as integrator

Language: Jupyter Notebook - Size: 7.29 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

slimgroup/FNO-NF.jl

Solving multiphysics-based inverse problems with learned surrogates and constraints

Language: Julia - Size: 6.48 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

ShashankSubramanian/neuraloperators-TL-scaling

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

Language: Python - Size: 817 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

KozakHou/Python-Tensorflow-Fourier-Neural-Operator

Language: Jupyter Notebook - Size: 1.52 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0