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Computational and Applied Mathematics Laboratory @ ETH Zurich

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11 repositories

GEMS
Public
Protein-Ligand Binding Affinity Prediction with GNN and Transfer Learning From Protein Language Models
Python
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MIT License
•8•29•0•0•Updated Jun 3, 2025Jun 3, 2025
GAOT
Public
About code release of "Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains"
scalability efficiency transformer scientific-computing operators gno unstructured-data pdes
Python
•6•25•0•0•Updated May 28, 2025May 28, 2025
jaxFlowSim
Public
Python
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BSD 3-Clause "New" or "Revised" License
•1•2•0•0•Updated May 23, 2025May 23, 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
•47•231•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
benchmark deep-learning pytorch scientific-computing partial-differential-equations navier-stokes pde pde-solver navier-stokes-equations fno
Python
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MIT License
•19•177•2•1•Updated May 6, 2025May 6, 2025
poseidon
Public
Code for the paper "Poseidon: Efficient Foundation Models for PDEs"
scientific-computing operators pdes scientific-machine-learning foundation-models
Python
•25•144•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
GenCFD
Public
Code for the paper "Generative AI for fast and accurate statistical computation of fluids"
Python
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Apache License 2.0
•7•33•0•0•Updated Mar 10, 2025Mar 10, 2025
The-Language-of-Hyperelastic-Materials
Public
The code and data accompanying "The Language of Hyperelastic Materials"
Jupyter Notebook
•1•2•0•0•Updated Nov 4, 2024Nov 4, 2024
FUSE
Public
FUSE: Fast Unified Simulation and Estimation for PDEs
Python
•1•8•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
•1•19•0•0•Updated May 13, 2024May 13, 2024

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