MatthieuDarcy / KernelsOperatorLearning

Related projects ⓘ

Alternatives and complementary repositories for KernelsOperatorLearning

• Zhengyu-Huang / Operator-Learning
  ☆37Updated last year
• VLSF / SNO
  Spectral Neural Operator
  ☆71Updated 10 months ago
• ShashankSubramanian / neuraloperators-TL-scaling
  Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML
  ☆36Updated last year
• nickhnelsen / fourier-neural-mappings
  An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.
  ☆16Updated 5 months ago
• crispitagorico / torchspde
  Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics
  ☆47Updated last year
• neuraloperator / markov_neural_operator
  ☆27Updated 5 months ago
• gaurav71531 / mwt-operator
  Multiwavelets-based operator model
  ☆56Updated 2 years ago
• neuraloperator / CoDA-NO
  Codomain attention neural operator for single to multi-physics PDE adaptation.
  ☆22Updated this week
• computational-imaging / GraphPDE
  ☆45Updated 2 years ago
• mroberto166 / nio
  ☆27Updated last year
• PredictiveIntelligenceLab / TRIPODS_Winter_School_2022
  Practicum on Supervised Learning in Function Spaces
  ☆33Updated 2 years ago
• neuraloperator / GANO
  ☆29Updated last year
• thu-ml / DPOT
  Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"
  ☆33Updated 5 months ago
• brandstetter-johannes / MP-Neural-PDE-Solvers
  Repo to the paper "Message Passing Neural PDE Solvers"
  ☆124Updated 2 months ago
• LiuYangMage / in-context-operator-networks
  ICON for in-context operator learning
  ☆40Updated 2 weeks ago
• nec-research / CAPE-ML4Sci
  ☆10Updated 2 months ago
• thu-ml / GNOT
  ☆58Updated last year
• AI4Science-WestlakeU / beno
  [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values
  ☆19Updated 8 months ago
• tum-pbs / autoreg-pde-diffusion
  Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation
  ☆69Updated 3 weeks ago
• junfeng-chen / position_induced_transformer
  PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations
  ☆14Updated 2 weeks ago
• eagle-dataset / EagleMeshTransformer
  Code for Mesh Transformer describes in the EAGLE dataset
  ☆32Updated 7 months ago
• camlab-ethz / ConvolutionalNeuralOperator
  This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
  ☆128Updated 3 weeks ago
• csccm-iitd / WNO
  ☆39Updated 3 months ago
• Edward-Sun / TSM-PDE
  Code of ICML paper arxiv.org/abs/2302.08105
  ☆14Updated last year
• martenlienen / finite-element-networks
  Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…
  ☆69Updated 5 months ago
• ASK-Berkeley / Neural-Spectral-Methods
  [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.
  ☆32Updated 9 months ago
• astanziola / fourier-neural-operator-flax
  An unofficial implementation of the Fourier Neural Operator in Flax
  ☆16Updated 5 months ago
• mkirchmeyer / DINo
  Time- and space-continuous neural PDE forecaster based on INRs and ODEs
  ☆52Updated 10 months ago
• brandstetter-johannes / LPSDA
  Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"
  ☆47Updated last year
• Hrrsmjd / fourier_neural_operator
  Fourier Neural Operator
  ☆10Updated last year