tum-pbs / DMCFLinks
Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)
☆56Updated last year
Alternatives and similar repositories for DMCF
Users that are interested in DMCF are comparing it to the libraries listed below
Sorting:
- ☆24Updated 2 years ago
- Code for paper "Implicit Neural Spatial Representations for Time-dependent PDEs", ICML 2023☆49Updated last year
- ☆15Updated 2 years ago
- Code for the ICLR 2020 paper "Learning to Control PDEs"☆34Updated 5 years ago
- Graph Network Simulator☆175Updated 4 months ago
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆72Updated 7 months ago
- MeshGraphNets (MGN)☆67Updated last year
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆161Updated 2 years ago
- Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.☆225Updated last year
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆65Updated 7 months ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆40Updated last year
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆28Updated last year
- ☆58Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- [NeurIPS 2024 Spotlight] Towards Universal Mesh Movement Networks☆19Updated last month
- Rewrite deepmind/meshgraphnets into pytorch☆90Updated 3 years ago
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆27Updated 6 months ago
- Code repo for Fluid Graph Network☆25Updated 3 years ago
- ☆47Updated last year
- Neural SPH☆34Updated last year
- 3-D elastic material simulation with Taichi using the Material Point Method (MPM)☆41Updated 4 years ago
- Differentiable Material Point Method☆36Updated last year
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- Latent Space Subdivision: Stable and Controllable Time Predictions for Fluid Flow☆24Updated 3 years ago
- Neural Walk-on-Spheres☆20Updated last year
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
- ☆126Updated 2 years ago
- ☆97Updated 6 months ago
- A pure-python implementation of Stable Fluids with stagger grids.☆14Updated 2 years ago
- Source code for the ICLR'22 paper on "Half-Inverse Gradients"☆18Updated 3 years ago