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    33 repositories

    • DESC

      Public
      Stellarator Equilibrium and Optimization Suite
      plasmaoptimizationfusionplasma-physicsnuclear-fusionstellaratorstellarators
      Python
      •
      MIT License
      •32•125•179•54•Updated Jun 19, 2025Jun 19, 2025

    • bes-edgeml-datasets

      Public
      Dataset tools for DIII-D BES edge ML models
      Python
      •
      MIT License
      •0•4•0•0•Updated Jun 18, 2025Jun 18, 2025

    • bes-ml

      Public
      BES ML data tools and models
      Jupyter Notebook
      •0•0•0•0•Updated Jun 16, 2025Jun 16, 2025

    • GroupWebsite

      Public
      The website of Plasma Control Group
      Python
      •0•1•5•0•Updated Jun 15, 2025Jun 15, 2025

    • keras2c2

      Public
      An update to Keras2c which supports Python 3.9, 3.10, 3.11, 3.12
      0•0•0•0•Updated Jun 5, 2025Jun 5, 2025

    • keras2c

      Public
      A simple library to deploy Keras neural networks in pure C for realtime applications
      cmachine-learningreal-timeneural-networkcpptensorflowkerascontrol-systemskeras-to-cconvert-keras
      C
      •
      GNU Lesser General Public License v3.0
      •38•89•9•4•Updated Jun 5, 2025Jun 5, 2025

    • data-fetching

      Public
      toksearch-based scripts (+ a few OMFIT ones) for pulling data; plotting scripts for Joe and Rory's 2021 control experiment stuff
      Python
      •2•6•6•0•Updated Apr 15, 2025Apr 15, 2025

    • PlasmaEvolution

      Public
      Predict tokamak plasma state evolution over time (new version of ProfilePredictor associated with Abbate/Conlin/etc. 2021 Nucl. Fusion 61 046027)
      Jupyter Notebook
      •2•6•7•1•Updated Apr 8, 2025Apr 8, 2025

    • plasma-tv

      Public
      Work on plasma tv image data
      Jupyter Notebook
      •0•0•0•0•Updated Mar 23, 2025Mar 23, 2025

    • Diag2Diag-SRTS

      Public
      The Python scripts for training the Diag2Diag models for super resolution diagnostics
      Jupyter Notebook
      •0•1•0•0•Updated Mar 4, 2025Mar 4, 2025

    • KSTAR-torbeamNN

      Public
      C
      •
      MIT License
      •0•0•0•0•Updated Feb 5, 2025Feb 5, 2025

    • FreeMHD

      Public
      C++
      •
      MIT License
      •0•13•0•0•Updated Feb 3, 2025Feb 3, 2025

    • TearingModeSurvival

      Public
      Predict n=1 Tearing Mode onset on DIII-D using the auton-survival algorithm
      Jupyter Notebook
      •0•1•0•0•Updated Nov 9, 2024Nov 9, 2024

    • ZERNIPAX

      Public
      A python library to calculate Zernike Polynomials fast and accurately
      Jupyter Notebook
      •2•4•0•0•Updated Nov 6, 2024Nov 6, 2024

    • GSPD

      Public
      Compute Grad-Shafranove equilibria for a plasma pulse that satisfy force balance and circuit dynamics.
      MATLAB
      •
      MIT License
      •2•3•0•0•Updated Oct 9, 2024Oct 9, 2024

    • Stellarator-Database

      Public
      This repository includes the functions required to upload DESC or VMEC results to the stellarator database.
      Jupyter Notebook
      •
      MIT License
      •1•5•0•0•Updated Oct 3, 2024Oct 3, 2024

    • Zernike-Paper

      Public
      Includes the scripts and external codes to generate plot and data of Zernipax paper
      Jupyter Notebook
      •0•0•0•0•Updated Jul 29, 2024Jul 29, 2024

    • PyRCN

      Public
      A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
      reservoir-computingextreme-learning-machineecho-state-networkmachine-learningscikit-learn
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •19•92•5•0•Updated Jul 17, 2024Jul 17, 2024

    • TokamakText

      Public
      Python
      •
      MIT License
      •1•1•0•0•Updated Jun 15, 2024Jun 15, 2024

    • TearingAvoidance

      Public
      The Python scripts for training the ML models for tearing prediction & avoidance
      PureBasic
      •3•4•0•0•Updated Mar 14, 2024Mar 14, 2024

    • STRIDE

      Public
      Julia implementation of the STRIDE code: State Transition Rapid Integration with DCON (Asymptotic) Expansion
      Julia
      •
      MIT License
      •0•0•0•0•Updated Nov 10, 2023Nov 10, 2023

    • STRIDE-python

      Public
      Python implementation of the STRIDE code: State Transition Rapid Integration with DCON (Asymptotic) Expansion
      Jupyter Notebook
      •
      MIT License
      •0•0•4•0•Updated Oct 27, 2023Oct 27, 2023

    • d3d_loaders

      Public
      Pytorch style dataloader for D3D data in HDF5 format
      Python
      •
      MIT License
      •0•1•2•0•Updated Mar 31, 2023Mar 31, 2023

    • d3d_signals

      Public
      Defines mapping of D3D MDS/PTdata signals to local storage on PU systems as yaml files
      Python
      •0•1•0•0•Updated Mar 29, 2023Mar 29, 2023

    • FAROES

      Public
      Fusion analysis, research, and optimization for energy systems
      Python
      •
      MIT License
      •0•4•0•0•Updated Nov 13, 2022Nov 13, 2022

    • plasma-profile-predictor

      Public
      Jupyter Notebook
      •0•4•0•0•Updated Jul 31, 2022Jul 31, 2022

    • bes-edgeml-models-1

      Public
      [This repo is archived. The active version is at https://github.com/PlasmaControl/bes-ml.] Edge ML models for DIII-D BES diagnostic system.
      Jupyter Notebook
      •2•0•0•0•Updated Jul 25, 2022Jul 25, 2022

    • bes-edgeml-models

      Public archive
      [This repo is archived. The active version is at https://github.com/PlasmaControl/bes-ml.] Edge ML models for DIII-D BES diagnostic system.
      Jupyter Notebook
      •2•4•1•0•Updated Jul 25, 2022Jul 25, 2022

    • spectrogram-enhancement

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jun 30, 2022Jun 30, 2022

    • nstxu-nns

      Public
      MATLAB
      •
      MIT License
      •0•1•0•0•Updated Jun 1, 2022Jun 1, 2022