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@camlab-ethz

Computational and Applied Mathematics Laboratory @ ETH Zurich

We are part of the Seminar for Applied Mathematics at the Department of Mathematics.

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  1. AI_Science_Engineering AI_Science_Engineering Public

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

    Jupyter Notebook 407 95

  2. ConvolutionalNeuralOperator ConvolutionalNeuralOperator Public

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

    Python 232 30

  3. TensorMesh TensorMesh Public

    A fast, differentiable, JIT-free, debugging-friendly finite element library for PyTorch.

    Python 226 26

  4. poseidon poseidon Public

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

    Python 198 38

  5. GAOT GAOT Public

    [NeurIPS 2025] Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains

    Python 105 26

  6. GEMS GEMS Public

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

    Python 85 22

Repositories

Showing 10 of 18 repositories
  • TensorPILS Public

    Physics Informed Learning System. Official code for "Preconditioned Physics-Informed Neural Operator Training."

    camlab-ethz/TensorPILS's past year of commit activity
    Python 9 Apache-2.0 0 0 0 Updated Sep 30, 2026
  • TensorMesh Public

    A fast, differentiable, JIT-free, debugging-friendly finite element library for PyTorch.

    camlab-ethz/TensorMesh's past year of commit activity
    Python 226 Apache-2.0 26 1 3 Updated Sep 28, 2026
  • Phaedra Public

    A high-fidelity tokenizer for the physical sciences.

    camlab-ethz/Phaedra's past year of commit activity
    Python 9 MIT 0 0 0 Updated Sep 28, 2026
  • ai4s-course Public

    Course website for AI in Sciences and Engineering at ETH Zurich

    camlab-ethz/ai4s-course's past year of commit activity
    SCSS 9 MIT 1 0 0 Updated Sep 24, 2026
  • GEMS Public

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

    camlab-ethz/GEMS's past year of commit activity
    Python 85 MIT 22 0 1 Updated Jul 22, 2026
  • GenCFD Public

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

    camlab-ethz/GenCFD's past year of commit activity
    Python 61 Apache-2.0 12 0 0 Updated Jun 18, 2026
  • tensormesh-bench Public

    Benchmark results of tensormesh for tensorgalerkin paper

    camlab-ethz/tensormesh-bench's past year of commit activity
    Python 0 0 0 0 Updated Jun 12, 2026
  • OOD_Detection_ScientificML Public

    Official implementation of the paper "Towards a Certificate of Trust: Task-Aware OOD Detection for Scientific AI"

    camlab-ethz/OOD_Detection_ScientificML's past year of commit activity
    Jupyter Notebook 11 Apache-2.0 0 1 0 Updated Apr 17, 2026
  • TensorGalerkin Public

    About code release of "Learning, Solving and Optimizing PDEs with TensorGalerkin: an efficient high-performance Galerkin assembly algorithm"

    camlab-ethz/TensorGalerkin's past year of commit activity
    Python 22 0 0 0 Updated Feb 10, 2026
  • rigno Public

    Graph-based operator learning in arbitrary geometries

    camlab-ethz/rigno's past year of commit activity
    Python 44 MIT 7 1 0 Updated Dec 19, 2025

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