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Projects in Awesome Lists by tum-pbs

A curated list of projects in awesome lists by tum-pbs .

https://github.com/tum-pbs/PhiFlow

A differentiable PDE solving framework for machine learning

deep-learning differentiable-simulations fluid-simulations neural-networks pde-solver

Last synced: 30 Jul 2024

https://github.com/tum-pbs/pbdl-book

Welcome to the Physics-based Deep Learning Book (v0.2)

deep-learning numerical-simulations pde-solvers

Last synced: 31 Jul 2024

https://github.com/tum-pbs/Solver-in-the-Loop

Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers

Last synced: 05 Aug 2024

https://github.com/tum-pbs/DMCF

Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)

Last synced: 05 Sep 2024

https://github.com/tum-pbs/SFBC

ICLR'24: Symmetric basis convolutions for learning lagrangian fluid mechanics

Last synced: 05 Sep 2024

https://github.com/tum-pbs/SMDP

Solving Inverse Physics Problems with Score Matching

Last synced: 05 Sep 2024