nbouziani / physics-driven-mlLinks
Physics-driven machine learning using PyTorch and Firedrake
☆14Updated last year
Alternatives and similar repositories for physics-driven-ml
Users that are interested in physics-driven-ml are comparing it to the libraries listed below
Sorting:
- ☆26Updated 11 months ago
- ☆41Updated 2 years ago
- A simple numerical MHD simulation code in python.☆13Updated 3 months ago
- Solve the advection diffusion equations looped into an optimization problem with JAX/autodiff☆12Updated last month
- Automatic-Differentiation-Enabled Plasma Transport in JAX☆31Updated this week
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence☆67Updated 2 years ago
- A short course in pseudospectral collocation methods for wave equations, with implementations in Python.☆54Updated last month
- Scientific Machine Learning Tutorials☆38Updated 3 years ago
- A Python library for solving any system of hyperbolic or parabolic Partial Differential Equations. The PDEs can have stiff source terms a…☆59Updated 5 years ago
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 5 years ago
- 2D Boundary Integral Equation Tools in Python☆18Updated last year
- A fast direct solver for surface PDEs☆17Updated 2 months ago
- Dimension reduced surrogate construction for parametric PDE maps☆37Updated 2 months ago
- Finite Volume Constrained Transport MHD simulation of the Orszag-Tang vortex☆20Updated last month
- ☆17Updated 6 months ago
- Solvers for Implicit Runge Kutta methods☆33Updated this week
- Comparison of various numerical methods for computational fluid dynamics☆72Updated last month
- A Python library for training neural ODEs.☆23Updated 4 months ago
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆17Updated last year
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆16Updated last year
- Compressible Euler equations solved with finite volume implemented in JAX, plugged into an optimization loop☆20Updated last month
- Example codes for ATPESC☆13Updated 10 months ago
- Spectral Methods in Python☆56Updated last month
- Simple walkthrough tutorial for getting started with petsc4py☆39Updated 13 years ago
- Learning Green's functions of partial differential equations with deep learning.☆69Updated last year
- A machine learning boosted parallel-in-time differential equation solver framework.☆27Updated 2 years ago
- A two-level sparse direct solver for elliptic PDEs.☆30Updated last year
- DeepGreen network written in Tensorflow 2☆29Updated 4 years ago
- Finite Difference simulation of the Wave Equation (Double-slit experiment)☆24Updated last month
- ☆54Updated 2 years ago