pikarpov-LANL / SapsanLinks
ML-based turbulence modeling for astrophysics
☆13Updated last year
Alternatives and similar repositories for Sapsan
Users that are interested in Sapsan are comparing it to the libraries listed below
Sorting:
- Random snippets of code I've developed over the years (generally when bored)☆12Updated last year
- A Python library for training neural ODEs.☆21Updated 3 months 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…☆19Updated 4 years ago
- Exploring Machine Learning methods and workflows in a simplified weather model☆18Updated last year
- Finite Volume Constrained Transport MHD simulation of the Orszag-Tang vortex☆19Updated 3 weeks ago
- 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
- Data and Code supporting the eBook by Castro and Vanderwel (2021)☆20Updated 3 years ago
- Fast, minimally-invasive neural network inference library☆21Updated 3 months ago
- Scaling RLLib for generic simulation environments on Theta☆20Updated 2 years ago
- Python 2D Navier-Stokes solver☆20Updated last month
- LES-ML closures for Kraichnan turbulence☆18Updated 5 years ago
- A Python toolkit to calculate and visualize turbulence anisotropy and turbulent viscosity from Reynolds stress tensor data.☆20Updated last year
- Compressible Euler equations solved with finite volume implemented in JAX, plugged into an optimization loop☆20Updated last month
- Scientific Machine Learning Tutorials☆38Updated 3 years ago
- Advanced MPI and parallel I/O☆13Updated 3 years ago
- A simple numerical MHD simulation code in python.☆13Updated 3 months ago
- Sparse Identification of Truncation Errors (SITE) for Data-Driven Discovery of Modified Differential Equations☆10Updated 5 years ago
- Data-driven Geometric Multi-Grid solver for the discrete Poisson equation☆40Updated 3 years ago
- Convolutional Solvers for Partial Differential Equations☆28Updated 4 years ago
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆26Updated last year
- Spanwise-averaged Navier–Stokes modelling through convolutional neural network☆14Updated last year
- The fast Finite Volume simulator with UQ support.☆26Updated 3 months ago
- ☆36Updated 4 years ago
- ☆21Updated 6 years ago
- ☆31Updated 2 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py☆61Updated 4 years ago
- Magnetohydrodynamics simulation code☆10Updated 5 months ago
- ☆23Updated last week
- HDF5-MPI parallel Fortran object-oriented interface☆22Updated 10 months ago