jaem-seo / vae_mhd_solverLinks
Variational Autoencoder (VAE)-like neural network to solve ideal MHD equilibrium in a tokamak
☆11Updated 3 years ago
Alternatives and similar repositories for vae_mhd_solver
Users that are interested in vae_mhd_solver are comparing it to the libraries listed below
Sorting:
- A simple numerical MHD simulation code in python.☆14Updated 4 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…☆20Updated 4 years ago
- PPPL Summer School 2019☆19Updated last year
- 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
- Finite Volume Constrained Transport MHD simulation of the Orszag-Tang vortex☆20Updated 2 months ago
- ☆54Updated 2 years ago
- This repo contains the code for solving Poisson Equation using Physics Informed Neural Networks☆16Updated 3 years ago
- Using NVIDIA modulus for airfoil optimizations at different angles.☆23Updated 2 years ago
- Physics Constrained Neural Networks☆12Updated 2 years ago
- Python script solving the Burgers' equation (équation de Burgers) 1D by using FFT pseudo-spectral method.☆26Updated 3 years ago
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆17Updated 2 years ago
- Learning Green's functions of partial differential equations with deep learning.☆71Updated last year
- POT3D: High Performance Potential Field Solver☆46Updated 3 weeks ago
- Vectorized Plasma PIC code (Python)☆75Updated 2 months ago
- Scientific Machine Learning Tutorials☆38Updated 3 years ago
- A Python library for training neural ODEs.☆25Updated 5 months ago
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆16Updated last year
- AI design of tokamak operation for autonomous control of fusion plasma.☆23Updated 3 years ago
- Transport code for plasma simulations☆11Updated 5 months ago
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆114Updated 3 years ago
- ☆10Updated 2 years ago
- ☆21Updated 2 years ago
- PyMGRIT is a package for the Multigrid-Reduction-in-Time (MGRIT) algorithm in Python.☆19Updated 2 years ago
- ☆16Updated 3 years ago
- Convolutional Solvers for Partial Differential Equations☆28Updated 5 years ago
- ☆14Updated 3 years ago
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆32Updated 3 years ago
- A tutorial for students that surveys basic ML techniques in ipython notebook format.☆26Updated 5 years ago
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆14Updated 2 years ago
- ☆15Updated last year