tianjuxue / jax-am
Additive manufacturing simulation with JAX.
☆271Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for jax-am
- Differentiable Finite Element Method with JAX☆290Updated 3 weeks ago
- Differentiable Fluid Dynamics Package☆333Updated 2 months ago
- XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML☆230Updated 2 weeks ago
- Data-driven model reduction library with an emphasis on large scale parallelism and linear subspace methods☆205Updated 2 weeks ago
- Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method☆220Updated 2 months ago
- High performance computational platform in Python for the spectral Galerkin method☆201Updated this week
- Physics-Informed Neural networks for Advanced modeling☆392Updated this week
- Computational Fluid Dynamics in JAX☆748Updated 3 months ago
- PyTorch-FEniCS interface☆97Updated 3 years ago
- A reimplementation of the Springer book: https://github.com/hplgit/fenics-tutorial/, covering new topics as well as transitioning from do…☆114Updated this week
- This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.☆131Updated last week
- Deep learning for Engineers - Physics Informed Deep Learning☆325Updated 11 months ago
- Python wrapper for MFEM☆222Updated last month
- ☆229Updated last week
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆315Updated 5 months ago
- Python for Scientific Computing (FEniCS, PyTorch, VTK)☆108Updated 4 months ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆154Updated last year
- RBniCS - reduced order modelling in FEniCS (legacy)☆97Updated 3 months ago
- Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks…☆141Updated last year
- Simple finite element assemblers☆512Updated 3 weeks ago
- Example problems in Physics informed neural network in JAX☆76Updated last year
- ADflow is a finite volume RANS solver tailored for gradient-based aerodynamic design optimization.☆229Updated last week
- ☆174Updated 3 years ago
- multiphenicsx - easy prototyping of multiphysics problems in FEniCSx☆45Updated this week
- Easy Reduced Basis method☆80Updated last month
- Next generation FEniCS Form Compiler for finite element forms☆152Updated this week
- Source files and published documents for the FEniCS tutorial.☆353Updated 3 years ago
- ☆152Updated 8 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆104Updated last month
- Python interface for libROM, library for reduced order models☆56Updated this week