jaem-seo / vae_mhd_solver
Variational Autoencoder (VAE)-like neural network to solve ideal MHD equilibrium in a tokamak
☆11Updated 2 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
- PPPL Summer School 2019☆18Updated 11 months ago
- A simple numerical MHD simulation code in python.☆13Updated last month
- Finite Volume Constrained Transport MHD simulation of the Orszag-Tang vortex☆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…☆19Updated 3 years ago
- Transport code for plasma simulations☆11Updated 2 months ago
- A tokamak (nuclear fusion reactor) simulator with LSTM-based neural network (KSTAR-NN)☆72Updated last year
- ☆17Updated 2 years ago
- AI design of tokamak operation for autonomous control of fusion plasma.☆21Updated 2 years ago
- Modern toolbox for impurity transport, neutrals and radiation modeling in magnetically-confined plasmas☆47Updated last month
- Python library to run and analyse gyrokinetics simulations☆32Updated this week
- Vectorized Plasma PIC code (Python)☆73Updated last year
- 1D-1V Vlasov-Poisson(-Fokker-Planck), Plasma Physics PDE Simulation Tool in NumPy and experiment management in MLFlow☆33Updated last year
- Automatic-Differentiation-Enabled Plasma Transport in JAX☆28Updated last week
- Routines for tokamak analysis☆21Updated 6 years ago
- POT3D: High Performance Potential Field Solver☆46Updated 3 weeks ago
- ☆34Updated 11 months ago
- A Particle in Cell code using Python, with plenty of room for improvement☆23Updated 7 years ago
- Read and write the popular "geqdsk" and "aeqdsk" tokamak equilibrium file formats☆16Updated 2 months ago
- This is an umbrella project for the stellarator community tools.☆24Updated 6 months ago
- An easy to use, easy to extend python framework for OSIRIS hdf5 data analysis and visualization☆19Updated 11 months ago
- eduPIC is an introductory, particle-based code for radio-frequency plasma simulation that utilizes the Particle-In-Cell simulation approa…☆36Updated 3 years ago
- Quill is a 3D QED-PIC code for simulations of interaction of electromagnetic radiation and particles with plasmas with QED effects such a…☆15Updated 2 years ago
- Example codes for Plasma Simulations by Example, CRC Press, 2019☆21Updated 5 months ago
- List of awesome university courses to learn Plasma Physics and Fusion!☆58Updated last year
- The Disruption Runaway Electron Analysis Model☆26Updated this week
- Fourier-Bessel Particle-In-Cell code☆19Updated 6 years ago
- SFINCS: the Stellarator Fokker-Planck Iterative Neoclassical Conservative Solver☆25Updated 3 months ago
- ALCON is a code for solving ideal MHD Alfvén continua in tokamaks, using a poloidal-spectral method described in Appendix A in [Nuclear F…☆14Updated 10 years ago
- 2D fluid simulation of plasma and neutrals in magnetic fusion devices☆38Updated this week
- ☆20Updated 3 years ago