rocketmlhq / scimlLinks
Scientific Machine Learning Tutorials
☆39Updated 3 years ago
Alternatives and similar repositories for sciml
Users that are interested in sciml are comparing it to the libraries listed below
Sorting:
- Convolutional Solvers for Partial Differential Equations☆28Updated 5 years ago
- A Python library for training neural ODEs.☆25Updated 7 months ago
- An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py☆63Updated 4 years ago
- Data-driven Geometric Multi-Grid solver for the discrete Poisson equation☆40Updated 3 years ago
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆20Updated 2 years ago
- A set of Python notebooks to introduce the fundamentals of numerical programming using extensive examples from engineering.☆34Updated 4 years ago
- Using NVIDIA modulus for airfoil optimizations at different angles.☆23Updated 2 years ago
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆115Updated 3 years ago
- Learning Green's functions of partial differential equations with deep learning.☆71Updated last year
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆17Updated 2 years ago
- Spanwise-averaged Navier–Stokes modelling through convolutional neural network☆14Updated last year
- A short course in pseudospectral collocation methods for wave equations, with implementations in Python.☆59Updated 4 months ago
- PyMGRIT is a package for the Multigrid-Reduction-in-Time (MGRIT) algorithm in Python.☆19Updated 3 years ago
- Scaling RLLib for generic simulation environments on Theta☆20Updated 2 years ago
- Python interface for libROM, library for reduced order models☆61Updated 2 weeks ago
- ☆30Updated last year
- Gaussian process-based interpretable latent space dynamics identification through deep autoencoder☆35Updated this week
- ☆54Updated 2 years ago
- Fast, minimally-invasive neural network inference library☆22Updated 7 months ago
- The repository implements a set of algorithms from the book "Methods in Computational Science", written by Johan Hoffman and published by…☆19Updated 8 months ago
- Solve the 1D forced Burgers equation with high order finite elements and finite difference schemes.☆26Updated 2 years ago
- ☆32Updated 2 years ago
- Large Eddy Simulation with dedalus☆37Updated 6 years ago
- Exploring Machine Learning methods and workflows in a simplified weather model☆18Updated last year
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆20Updated 4 years ago
- A Python library for solving any system of hyperbolic or parabolic Partial Differential Equations. The PDEs can have stiff source terms a…☆60Updated 5 years ago
- Slides/notes and Jupyter notebook demos for an introductory course of numerical methods for PDEs☆21Updated last year
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- PyWENO is a Python implementation of one-dimensional Weighted Essentially Non-oscillatory (WENO) reconstructions.☆38Updated last year
- Mimetic Operators Library Enhanced☆29Updated last year