pikarpov-LANL / SapsanLinks
ML-based turbulence modeling for astrophysics
☆14Updated last year
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
- Learning Green's functions of partial differential equations with deep learning.☆71Updated last year
- Scientific Machine Learning Tutorials☆39Updated 3 years ago
- Finite Volume Constrained Transport MHD simulation of the Orszag-Tang vortex☆20Updated 3 months ago
- An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py☆63Updated 4 years ago
- ☆38Updated 4 years ago
- A short course in pseudospectral collocation methods for wave equations, with implementations in Python.☆55Updated 3 months ago
- A Python library for training neural ODEs.☆25Updated 5 months ago
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆27Updated last year
- A simple numerical MHD simulation code in python.☆14Updated 5 months ago
- ☆35Updated 2 years ago
- About code release of "Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains"☆33Updated 2 months ago
- Convolutional Solvers for Partial Differential Equations☆28Updated 5 years ago
- a multiresolution convolutional autoencoder architecture☆22Updated 4 years ago
- Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy☆90Updated this week
- Spanwise-averaged Navier–Stokes modelling through convolutional neural network☆14Updated last year
- Reference implementation for the Hasegawa-Wakatani model of plasma turbulence inside nuclear fusion reactors in two dimensions☆25Updated 11 months ago
- LSiM is a learned metric to compute distance values for 2D data from numerical simulations☆28Updated last year
- Distributed Fourier Neural Operators☆30Updated 2 years ago
- 1D-1V Vlasov-Poisson(-Fokker-Planck), Plasma Physics PDE Simulation Tool in NumPy and experiment management in MLFlow☆33Updated last year
- ☆31Updated 2 years ago
- Python bindings to pressio☆10Updated 2 years ago
- Python 2D Navier-Stokes solver☆21Updated this week
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 2 years ago
- Compressible Euler equations solved with finite volume implemented in JAX, plugged into an optimization loop☆20Updated 3 months ago
- This repo contains the code for solving Poisson Equation using Physics Informed Neural Networks☆18Updated 3 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- Stiff Neural Ordinary Differential Equations☆34Updated 2 years ago
- Directly compare performance of vectorized and for-loop implementations of the N-body problem in Matlab, Julia, and Python☆9Updated 3 months ago
- Pseudospectral Kolmogorov Flow Solver☆41Updated last year