loliverhennigh / Computational-Physics-and-Machine-Learning-Reading-List
A list of papers relating Computational Physics and Machine Learning
☆135Updated 6 years ago
Alternatives and similar repositories for Computational-Physics-and-Machine-Learning-Reading-List:
Users that are interested in Computational-Physics-and-Machine-Learning-Reading-List are comparing it to the libraries listed below
- A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation☆159Updated 6 years ago
- This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.☆284Updated 5 years ago
- compressing physics with neural networks☆153Updated 6 years ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆85Updated 2 years ago
- Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Functi…☆201Updated last year
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆248Updated 2 years ago
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆206Updated 2 years ago
- Data-driven Reynolds stress modeling with physics-informed machine learning☆92Updated 5 years ago
- A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning☆300Updated 2 years ago
- Spectral Navier Stokes (and similar) solvers in Python☆312Updated last year
- In-situ data analyses and machine learning with OpenFOAM and Python☆169Updated last year
- A code for fast, massively-parallel direct numerical simulations (DNS) of canonical flows☆218Updated this week
- Curated list for ML in FM☆194Updated 2 months ago
- Reduced order modelling techniques for OpenFOAM☆179Updated this week
- Lecture material for machine learning applied to computational fluid mechanics☆356Updated last month
- Immersed Boundary Projection Method☆107Updated 4 years ago
- Program for Simulation of Turbulent Flows☆116Updated 2 weeks ago
- A Lattice Boltzmann fluid flow simulation written in Tensorflow.☆122Updated 6 years ago
- An easy to use immersed boundary method in 2D, with full implementations in MATLAB and Python that contains over 75 built-in examples, in…☆170Updated last week
- OpenFoam postprocessing python tool☆166Updated 3 weeks ago
- OpenFOAM cases and notes☆154Updated 2 years ago
- High performance computational platform in Python for the spectral Galerkin method☆209Updated 2 months ago
- A CFD open source code dedicated to multiphase compressible flows☆107Updated last week
- A Python package for spectral proper orthogonal decomposition (SPOD).☆106Updated 2 months ago
- HORSES3D: A high-order discontinuous Galerkin solver for flow simulations and multi-physics applications☆121Updated this week
- Toolbox to simulate GNF and viscoelastic fluid flows in OpenFOAM®☆171Updated 11 months ago
- Deep Learning of Vortex Induced Vibrations☆89Updated 4 years ago
- A simple full-python 2D lattice-boltzmann code☆173Updated last year
- RBniCS - reduced order modelling in FEniCS (legacy)☆101Updated this week
- Hidden Fluid Mechanics☆311Updated 2 years ago