Repositories list

• jaxFlowSim

  Public
  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •1•2•0•0•Updated Aug 4, 2025Aug 4, 2025

• GenCFD

  Public
  Code for the paper "Generative AI for fast and accurate statistical computation of fluids"

  Python

  •

  Apache License 2.0

  •8•36•0•0•Updated Aug 2, 2025Aug 2, 2025

• GEMS

  Public
  Protein-Ligand Binding Affinity Prediction with GNN and Transfer Learning From Protein Language Models

  Python

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  MIT License

  •8•31•0•0•Updated Jul 15, 2025Jul 15, 2025

• GAOT

  Public
  About code release of "Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains"

  scalabilityefficiencytransformer+ 5scientific-computingoperatorsgnounstructured-datapdes

  Python

  •9•31•0•0•Updated May 28, 2025May 28, 2025

• AI_Science_Engineering

  Public
  This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.

  Jupyter Notebook

  •50•249•1•0•Updated May 12, 2025May 12, 2025

• ConvolutionalNeuralOperator

  Public
  This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs

  benchmarkdeep-learningpytorch+ 12scientific-computingpartial-differential-equationsnavier-stokespdepde-solvernavier-stokes-equationsfno+ 5

  Python

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  MIT License

  •22•184•2•1•Updated May 6, 2025May 6, 2025

• poseidon

  Public
  Code for the paper "Poseidon: Efficient Foundation Models for PDEs"

  scientific-computingoperatorspdes+ 2scientific-machine-learningfoundation-models

  Python

  •25•149•0•0•Updated Apr 10, 2025Apr 10, 2025

• rigno

  Public
  Graph-based operator learning in arbitrary geometries

  Python

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  MIT License

  •3•24•0•0•Updated Mar 29, 2025Mar 29, 2025

• The-Language-of-Hyperelastic-Materials

  Public
  The code and data accompanying "The Language of Hyperelastic Materials"

  Jupyter Notebook

  •2•3•0•0•Updated Nov 4, 2024Nov 4, 2024

• FUSE

  Public
  FUSE: Fast Unified Simulation and Estimation for PDEs

  Python

  •1•9•0•0•Updated Oct 23, 2024Oct 23, 2024

• DSE-for-NeuralOperators

  Public
  Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"

  Python

  •2•22•0•0•Updated May 13, 2024May 13, 2024