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    29 repositories

    • DESC

      Public
      Stellarator Equilibrium and Optimization Suite
      plasmaoptimizationfusionplasma-physicsnuclear-fusionstellaratorstellarators
      Python
      •
      MIT License
      •27•94•131•43•Updated Oct 22, 2024Oct 22, 2024

    • GroupWebsite

      Public
      The website of Plasma Control Group
      Python
      •0•1•5•1•Updated Oct 18, 2024Oct 18, 2024

    • plasma-tv

      Public
      Work on plasma tv image data
      Jupyter Notebook
      •0•0•0•0•Updated Oct 16, 2024Oct 16, 2024

    • 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
      •33•85•9•2•Updated Oct 11, 2024Oct 11, 2024

    • GSPD

      Public
      Compute Grad-Shafranove equilibria for a plasma pulse that satisfy force balance and circuit dynamics.
      MATLAB
      •
      MIT License
      •1•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•2•0•0•Updated Oct 3, 2024Oct 3, 2024

    • FreeMHD

      Public
      C++
      •
      MIT License
      •0•10•0•0•Updated Oct 1, 2024Oct 1, 2024

    • 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 Sep 24, 2024Sep 24, 2024

    • data-fetching

      Public
      toksearch-based scripts (+ a few OMFIT ones) for pulling data; plotting scripts for Joe and Rory's 2021 control experiment stuff
      C
      •1•6•6•0•Updated Sep 6, 2024Sep 6, 2024

    • bes-ml

      Public
      BES ML data tools and models
      Jupyter Notebook
      •0•0•0•0•Updated Aug 17, 2024Aug 17, 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

    • ZERNIPAX

      Public
      A python library to calculate Zernike Polynomials fast and accurately
      Jupyter Notebook
      •1•3•0•0•Updated Jul 25, 2024Jul 25, 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•89•5•0•Updated Jul 17, 2024Jul 17, 2024

    • TokamakText

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

    • bes-edgeml-datasets

      Public
      Dataset tools for DIII-D BES edge ML models
      Python
      •
      MIT License
      •0•4•0•0•Updated May 2, 2024May 2, 2024

    • TearingAvoidance

      Public
      The Python scripts for training the ML models for tearing prediction & avoidance
      PureBasic
      •2•2•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

    • aggregation_tests

      Public
      Trying out some of the methods from multimodal ML CMU lectures Andy and Joe followed, mostly on 1D heat diffusion equation similar to tokamak problem
      Python
      •0•1•0•0•Updated May 7, 2022May 7, 2022

    • pcs_spline_tests

      Public
      C
      •0•1•0•0•Updated Apr 29, 2022Apr 29, 2022

    • qp_test

      Public
      quick test for a minimal box-constraint qp solver
      Python
      •0•0•0•0•Updated Jan 19, 2022Jan 19, 2022