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Model reduction library with an emphasis on large scale parallelism and linear subspace methods

C++ 201 36 Updated Sep 6, 2024

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Jupyter Notebook 1,426 195 Updated Nov 29, 2022

Solvers for stochastic differential equations which connect with the scientific machine learning (SciML) ecosystem

Julia 247 66 Updated Sep 2, 2024

A curated list of awesome quantum computing learning and developing resources.

2,493 397 Updated Jul 24, 2024

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

Python 3,649 1,245 Updated May 23, 2024

Polynomial chaos expansions (PCE) built on top of scikit-learn

Python 4 1 Updated Jul 6, 2023