Autodesk / XLBLinks
XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML
☆408Updated last week
Alternatives and similar repositories for XLB
Users that are interested in XLB are comparing it to the libraries listed below
Sorting:
- Differentiable Fluid Dynamics Package☆464Updated 3 months ago
- Differentiable Finite Element Method with JAX☆505Updated 3 weeks ago
- Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method☆260Updated last week
- Additive manufacturing simulation with JAX.☆327Updated 3 months ago
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆75Updated 2 weeks ago
- Computational Fluid Dynamics in JAX☆883Updated 3 weeks ago
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆165Updated 3 years ago
- OSS library that implements deep learning methods for partial differential equations and much more☆453Updated 3 weeks ago
- Data-driven model reduction library with an emphasis on large scale parallelism and linear subspace methods☆224Updated 3 weeks ago
- A collection of CFD related resources for Taichi developers.☆144Updated 7 months ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆67Updated 9 months ago
- Official repository of the PICT Solver☆36Updated last week
- JAX-DIPS is a differentiable interfacial PDE solver.☆46Updated last year
- Universal, autodiff-native software components for Simulation Intelligence. 📦☆73Updated last week
- Framework providing pythonic APIs, algorithms and utilities to be used with PhysicsNeMo core to physics inform model training as well as …☆277Updated 3 weeks ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆82Updated 5 months ago
- PyTorch-FEniCS interface☆102Updated 4 years ago
- Auto-differentiable and hardware-accelerated force density method☆93Updated 3 weeks ago
- A 3D sparse LBM solver implemented using Taichi☆352Updated 6 months ago
- ☆273Updated last year
- A curated list of repositories related to fluid dynamics.☆321Updated 2 months ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆47Updated last year
- A compact, high-performance finite element analysis engine built on JAX.☆56Updated this week
- Simple GPU rendering of scientific data with Pytorch, Jax, CuPy, and Warp backends.☆26Updated last year
- ☆365Updated last month
- 2D incompressible fluid solver implemented in Taichi.☆132Updated 2 months ago
- Python wrapper for MFEM☆267Updated last month
- A flexible framework for solving PDEs with modern spectral methods.☆615Updated 3 weeks ago
- Curated list for ML in FM☆216Updated last month
- An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.☆81Updated 3 months ago