pikarpov-LANL / SapsanLinks
ML-based turbulence modeling for astrophysics
☆14Updated 2 years ago
Alternatives and similar repositories for Sapsan
Users that are interested in Sapsan are comparing it to the libraries listed below
Sorting:
- Scaling RLLib for generic simulation environments on Theta☆20Updated 2 years ago
- Scientific Machine Learning Tutorials☆40Updated 4 years ago
- An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py☆64Updated 4 years ago
- Finite Volume Constrained Transport MHD simulation of the Orszag-Tang vortex☆20Updated 7 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- Spanwise-averaged Navier–Stokes modelling through convolutional neural network☆14Updated last year
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 3 years ago
- Differentiable interface to FEniCS for JAX☆58Updated 4 years ago
- LSiM is a learned metric to compute distance values for 2D data from numerical simulations☆28Updated 2 years ago
- A simple numerical MHD simulation code in python.☆16Updated 2 weeks ago
- Python 2D Navier-Stokes solver☆25Updated 4 months ago
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆27Updated last month
- Convolutional Solvers for Partial Differential Equations☆27Updated 5 years ago
- ☆35Updated 2 years ago
- A Python library for training neural ODEs.☆25Updated 10 months ago
- ☆10Updated 2 years ago
- ☆38Updated 4 years ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆22Updated 4 years ago
- This repo contains the code for solving Poisson Equation using Physics Informed Neural Networks☆20Updated 3 years ago
- Compressible Euler equations solved with finite volume implemented in JAX, plugged into an optimization loop☆21Updated 7 months ago
- Learning Green's functions of partial differential equations with deep learning.☆71Updated last year
- ☆35Updated 2 years ago
- A short course in pseudospectral collocation methods for wave equations, with implementations in Python.☆62Updated 2 months ago
- a multiresolution convolutional autoencoder architecture☆23Updated 4 years ago
- Differentiable interface to FEniCS for PyMC3☆22Updated 3 years ago
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆105Updated 2 years ago
- ☆39Updated 2 years ago
- Distributed Fourier Neural Operators☆31Updated 3 years ago
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆33Updated 2 years ago