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Topology Optimization using Python

Python 567 141 Updated Aug 31, 2022

2026 AI/ML internship & new graduate job list updated daily

5,510 218 Updated Jun 22, 2026

Variational Physic-informed Neural Operator (VINO) for Learning Partial Differential Equations

Python 38 4 Updated Apr 1, 2026

About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/2402.02366

Python 373 60 Updated Feb 26, 2026

A PyTorch library for implementing flow matching algorithms, featuring continuous and discrete flow matching implementations. It includes practical examples for both text and image modalities.

Python 4,562 359 Updated Jan 5, 2026

PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Model for High-fidelity Flow Field Reconstruction".

Python 230 32 Updated May 28, 2023

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

Python 95 25 Updated Oct 23, 2025

[SIGGRAPH 2025] 3D Stylization via Large Reconstruction Model

Python 33 5 Updated Oct 14, 2025

Collection of advice for prospective and current PhD students

7 4 Updated Apr 1, 2022

redbKIT is a MATLAB library for reduced-order modeling of parametrized PDEs

MATLAB 65 34 Updated Aug 26, 2024

A latent text-to-image diffusion model

Jupyter Notebook 73,133 10,594 Updated Jun 18, 2024

Use Fourier transform to learn operators in differential equations.

Python 48 12 Updated Dec 1, 2020

Pytorch implementation of SIREN - Implicit Neural Representations with Periodic Activation Function

Python 509 54 Updated Jul 28, 2023

This repository collates a number of MATLAB examples demonstrating Scientific Machine Learning (SciML) and Physics Informed Machine Learning.

MATLAB 191 50 Updated May 11, 2026

Multi-physics Optimization Research and Innovation System

C++ 26 7 Updated Jun 16, 2026
Jupyter Notebook 9 3 Updated Jun 26, 2024