tum-pbs / Solver-in-the-LoopLinks
Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers
☆162Updated 2 years ago
Alternatives and similar repositories for Solver-in-the-Loop
Users that are interested in Solver-in-the-Loop are comparing it to the libraries listed below
Sorting:
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆75Updated 7 months ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆65Updated 8 months ago
- Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond☆58Updated 4 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 2 years ago
- ☆126Updated 2 years ago
- PyTorch-FEniCS interface☆102Updated 4 years ago
- JAX-DIPS is a differentiable interfacial PDE solver.☆46Updated last year
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆115Updated 3 years ago
- Code for the ICLR 2020 paper "Learning to Control PDEs"☆35Updated 5 years ago
- Latent Space Subdivision: Stable and Controllable Time Predictions for Fluid Flow☆24Updated 3 years ago
- XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML☆389Updated last month
- ☆25Updated 2 years ago
- Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method