CMSL-HKUST / jax-amLinks
Additive manufacturing simulation with JAX.
☆330Updated 4 months ago
Alternatives and similar repositories for jax-am
Users that are interested in jax-am are comparing it to the libraries listed below
Sorting:
- Differentiable Finite Element Method with JAX☆526Updated this week
- Differentiable Fluid Dynamics Package☆472Updated 3 weeks ago
- XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML☆412Updated 3 weeks ago
- Data-driven model reduction library with an emphasis on large scale parallelism and linear subspace methods☆224Updated last month
- Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method☆261Updated 2 weeks ago
- Python wrapper for MFEM☆270Updated 2 weeks ago
- Computational solid mechanics made easy with Jax☆48Updated 3 weeks ago
- ☆11Updated last year
- A reimplementation of the Springer book: https://github.com/hplgit/fenics-tutorial/, covering new topics as well as transitioning from do…☆148Updated last week
- PyTorch-FEniCS interface☆103Updated 4 years ago
- High performance computational platform in Python for the spectral Galerkin method☆222Updated last week
- A differentiable finite element analysis solver for structural optimization based on JAX☆34Updated last week
- GPU accelerated differentiable finite elements for solid mechanics with PyTorch☆68Updated 3 weeks ago
- A C++ implementation of the incompressible reference map technique☆20Updated last year
- multiphenicsx - easy prototyping of multiphysics problems in FEniCSx☆60Updated last week
- Example problems in Physics informed neural network in JAX☆82Updated 2 years ago
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆105Updated last year
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆59Updated 2 months ago
- FEniCSx-based topology optimization supporting parallel computing☆75Updated last year
- The algorithmic differentation tool pyadjoint and add-ons.☆114Updated last week
- CRATE: Accurate and efficient clustering-based nonlinear analysis of heterogeneous materials through computational homogenization☆41Updated 4 months ago
- Interactive FEM Course☆99Updated last year
- RBniCS - reduced order modelling in FEniCS (legacy)☆113Updated 8 months ago
- Python for Scientific Computing (FEniCS, PyTorch, VTK)☆130Updated last year
- ADflow is a finite volume RANS solver tailored for gradient-based aerodynamic design optimization.☆283Updated this week
- Code examples for the class "MAE 207: FEA for coupled problems" at UC San Diego☆31Updated 2 years ago
- When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.o…☆57Updated last week
- Extension for dolfinx to handle multi-point constraints.☆47Updated 2 weeks ago
- dolfinx_materials is a Python add-on package to the dolfinx interface to the FEniCSx project. It enables the user to define complex mater…☆24Updated 6 months ago
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆116Updated 3 years ago