fourier-neural-operator

There are 1 repository under fourier-neural-operator topic.

• neuraloperator / neuraloperator

  Learning in infinite dimension with neural operators.

  neural-operatorpdeneural-operatorspartial-differential-equationspytorchtensor-methodsfourier-neural-operatorfnotensorizationtensorlyuno
  Language:Python 1824

• SciML / NeuralOperators.jl

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

  juliafourier-transformgnnpdeoperatordeep-learningpartial-differential-equationsautomatic-differentiationdeeponetdifferential-equationsscientific-machine-learningfourier-neural-operator
  Language:Julia 235

• ShashankSubramanian / neuraloperators-TL-scaling

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

  fourier-neural-operatorscalingscientific-machine-learningtransfer-learning
  Language:Python 26

• nickhnelsen / fourier-neural-mappings

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

  infinite-dimensionsoperator-learningpartial-differential-equationssurrogate-modelfunctional-regressionneural-operatorfourier-neural-operator
  Language:Python 9

• slimgroup / FNO-NF.jl

  Solving multiphysics-based inverse problems with learned surrogates and constraints

  constraintsfourier-neural-operatorgeological-carbon-storagegeophysicsinverse-problemsinversionjulianormalizing-flowsreservoir-simulation
  Language:Julia 6

• alisiahkoohi / csgm

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

  bayesian-inferencefourier-neural-operatorscore-based-generative-modelinguncertainty-quantification
  Language:Python 5

• KozakHou / Python-Tensorflow-Fourier-Neural-Operator

  fourier-neural-operatorimage-classificationtensorflow
  Language:Jupyter Notebook 5

• ethan-keller / FCT-GAN

  The first GAN-based tabular data synthesizer integrating the Fourier Neural Operator for global dependency imitation

  tudelft-cse-research-projectfourier-neural-operatorgenerative-adversarial-network
  Language:Python 3

• nickhnelsen / error-bounds-for-vvRF

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

  fourier-neural-operatorfunctional-regressioninfinite-dimensionsneural-operatoroperator-learningpartial-differential-equationsrandom-features
  Language:Python 1

• nickhnelsen / random-features-banach

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

  partial-differential-equationsfourier-neural-operatorfunctional-regressioninfinite-dimensionsneural-operatoroperator-learningrandom-features
  Language:Python 1