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    21 repositories

    • ESSOS

      Public
      e-Stellarator Simulation and Optimization Suite
      optimizationautogradfusionjax
      Python
      •
      MIT License
      •3•13•3•1•Updated Aug 14, 2025Aug 14, 2025

    • linear_gk_jax

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Aug 5, 2025Aug 5, 2025

    • SPECTRAX

      Public
      Solves Vlasov-Maxwell equations by doing a Hermite-Fourier decomposition.
      Python
      •
      MIT License
      •1•1•0•0•Updated Jul 30, 2025Jul 30, 2025

    • PyPIC3D

      Public
      PyPIC3D is a 3D particle-in-cell code written in Python using Jax.
      particle-in-cellplasma-physics3d-simulationjaxautodifferentiation
      Python
      •
      MIT License
      •1•1•0•0•Updated Jul 25, 2025Jul 25, 2025

    • JAX-in-Cell

      Public
      1D3V Particle in Cell Code in JAX
      particle-in-cell1dplasmas
      Python
      •
      MIT License
      •4•7•0•2•Updated Jul 21, 2025Jul 21, 2025

    • 1DVlasovEquationSolverJAX

      Public
      Python
      •0•1•0•0•Updated Jul 16, 2025Jul 16, 2025

    • Cyclone

      Public
      Code for creating and optimizing stellarator coils via Simsopt in a simple and powerful way.
      Python
      •
      MIT License
      •0•1•0•0•Updated Jul 16, 2025Jul 16, 2025

    • NEOPAX

      Public
      NEOPAX: Neoclassical Transport Package in JAX
      Python
      •
      MIT License
      •0•0•0•0•Updated Jul 7, 2025Jul 7, 2025

    • ML_based_Coil_Optimization

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jun 30, 2025Jun 30, 2025

    • CycleGAN

      Public
      Jupyter Notebook
      •0•1•0•0•Updated Jun 25, 2025Jun 25, 2025

    • Guiding_Center_Optimizer

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Jun 24, 2025Jun 24, 2025

    • Stellarator_Webapp

      Public
      Python
      •1•0•0•0•Updated Jun 18, 2025Jun 18, 2025

    • pyNACX

      Public
      Python implementation of the Quasisymmetric Stellarator Construction method using automatic differentiation libraries
      Python
      •
      MIT License
      •1•1•0•0•Updated May 27, 2025May 27, 2025

    • LightGBM_VMEC_CONVERGENGE

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated May 14, 2025May 14, 2025

    • .github

      Public
      0•0•0•0•Updated May 13, 2025May 13, 2025

    • MHW_PINN

      Public
      This Physics-Informed Neural Network (PINN) aims to solve the 2D Modified Hasegawa-Wakatani (MHW) system of equations to understand how PINNS and AI can be used to aid in the prediction of plasma turbulence, speed up numerical simulations, and/or be incorporated into stellarator optimization studies.
      Jupyter Notebook
      •0•0•0•0•Updated May 8, 2025May 8, 2025

    • 1D_Vlasov_JAX_Solver

      Public
      This repository provides a numerical solver for the one-dimensional Vlasov-Poisson equation using JAX for high-performance computing. The solver leverages GPU acceleration and JAX's automatic differentiation
      Python
      •
      MIT License
      •0•1•0•0•Updated May 5, 2025May 5, 2025

    • Image-Classification-of-Fusion-Devices

      Public
      This project uses ML and Computer Vision to classify stellarator fusion devices.
      Python
      •0•0•0•0•Updated Mar 16, 2025Mar 16, 2025

    • PiC-Code-Jax

      Public
      Jupyter Notebook
      •1•2•0•0•Updated Sep 10, 2024Sep 10, 2024

    • vmec2000-devcontainer

      Public
      Contains a dev-container directory with VMEC2000, streamlining its complex installation for easier project setup.
      Dockerfile
      •0•1•0•0•Updated Aug 10, 2024Aug 10, 2024

    • QuasiXDN

      Public
      Inverse Quasi-Symmetric Stellarator Construction with MiXture Density Networks
      machine-learningoptimizationfusionstellarators
      Python
      •
      MIT License
      •0•0•0•0•Updated Jun 24, 2024Jun 24, 2024