lettucecfd / lettuce
Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method
☆206Updated last week
Related projects: ⓘ
- A simple full-python 2D lattice-boltzmann code☆151Updated last year
- Differentiable Fluid Dynamics Package☆312Updated last week
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆200Updated last year
- Numerical simulations using flexible Lattice Boltzmann solvers☆145Updated 3 months ago
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆130Updated last month
- Additive manufacturing simulation with JAX.☆256Updated 2 weeks ago
- Reduced order modelling techniques for OpenFOAM☆169Updated 2 months ago
- In-situ data analyses and machine learning with OpenFOAM and Python☆161Updated 9 months ago
- Differentiable Finite Element Method with JAX☆235Updated 2 weeks ago
- Curated list of some open source codes employing lattice Boltzmann methods☆179Updated 2 months ago
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆239Updated 2 years ago
- Model reduction library with an emphasis on large scale parallelism and linear subspace methods☆201Updated last week
- DAFoam: Discrete Adjoint with OpenFOAM for High-fidelity Multidisciplinary Design Optimization☆205Updated 2 weeks ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆146Updated last year
- A code for fast, massively-parallel direct numerical simulations (DNS) of canonical flows☆195Updated last month
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆90Updated 3 weeks ago
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆194Updated 7 months ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆76Updated 2 years ago
- Curated list for ML in FM☆176Updated last month
- RBniCS - reduced order modelling in FEniCS (legacy)☆97Updated last month
- An easy to use immersed boundary method in 2D, with full implementations in MATLAB and Python that contains over 75 built-in examples, in…☆166Updated last month
- A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation☆154Updated 5 years ago
- A reimplementation of the Springer book: https://github.com/hplgit/fenics-tutorial/, covering new topics as well as transitioning from do…☆103Updated last month
- Immersed Boundary Projection Method☆98Updated 4 years ago
- Framework providing pythonic APIs, algorithms and utilities to be used with Modulus core to physics inform model training as well as high…☆161Updated this week
- Python interface for libROM, library for reduced order models☆55Updated 2 weeks ago
- Lattice Boltzmann fluid simulation☆173Updated last year
- Current CPU version of our solver for the Navier-Stokes equations☆142Updated this week
- Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks…☆136Updated last year
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆130Updated last month