google / jax-cfd
Computational Fluid Dynamics in JAX
☆821Updated 2 weeks ago
Alternatives and similar repositories for jax-cfd:
Users that are interested in jax-cfd are comparing it to the libraries listed below
- Differentiable Fluid Dynamics Package☆391Updated last week
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆877Updated 2 months ago
- A differentiable PDE solving framework for machine learning☆1,588Updated this week
- XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML☆335Updated last month
- A flexible framework for solving PDEs with modern spectral methods.☆563Updated 3 weeks ago
- ☆436Updated 2 weeks ago
- Hidden Fluid Mechanics☆320Updated 2 years ago
- Using graph network to solve PDEs☆383Updated last year
- ☆293Updated last month
- Physics-Informed Neural networks for Advanced modeling☆468Updated this week
- Differentiable Finite Element Method with JAX☆370Updated this week
- Deep learning for Engineers - Physics Informed Deep Learning☆336Updated last year
- Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks…☆148Updated 3 months ago
- Learning nonlinear operators via DeepONet☆633Updated 2 years ago
- A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, i…☆740Updated last month
- Framework providing pythonic APIs, algorithms and utilities to be used with PhysicsNeMo core to physics inform model training as well as …☆231Updated last week
- Code for "Learning data-driven discretizations for partial differential equations"☆167Updated 5 years ago
- ☆192Updated 3 years ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆381Updated 3 weeks ago
- Curated list for ML in FM☆201Updated last month
- ☆333Updated 2 years ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆188Updated 2 years ago
- ☆434Updated 4 months ago
- ☆252Updated 7 months ago
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆247Updated last year
- Lecture material for machine learning applied to computational fluid mechanics☆374Updated 3 months ago
- Spectral Navier Stokes (and similar) solvers in Python☆318Updated last year
- A curated list of repositories related to fluid dynamics.☆295Updated 6 months ago
- Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method☆239Updated 7 months ago
- Additive manufacturing simulation with JAX.☆295Updated 7 months ago