Projects in Awesome Lists by PlasmaControl
A curated list of projects in awesome lists by PlasmaControl .
https://github.com/PlasmaControl/DESC
Stellarator Equilibrium and Optimization Suite
fusion nuclear-fusion optimization plasma plasma-physics stellarator stellarators
Last synced: 30 May 2026
https://github.com/plasmacontrol/desc
Stellarator Equilibrium and Optimization Suite
fusion nuclear-fusion optimization plasma plasma-physics stellarator stellarators
Last synced: 01 Apr 2026
https://github.com/plasmacontrol/keras2c
A simple library to deploy Keras neural networks in pure C for realtime applications
c control-systems convert-keras convert-tensorflow cpp keras keras-to-c machine-learning neural-network real-time tensorflow
Last synced: 13 Feb 2026
https://github.com/plasmacontrol/pyrcn
A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
echo-state-network extreme-learning-machine machine-learning reservoir-computing scikit-learn
Last synced: 22 Sep 2025
https://github.com/PlasmaControl/PyRCN
A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
echo-state-network extreme-learning-machine machine-learning reservoir-computing scikit-learn
Last synced: 09 Jul 2025
https://github.com/plasmacontrol/tokeye
TokEye is a open-source Python-based application for automatic classification and localization of fluctuating signals. It is designed to be used in the context of plasma physics, but can be used for any type of fluctuating signal.
machine-learning spectral-analysis time-series
Last synced: 05 Jul 2026
https://github.com/plasmacontrol/data-fetching
toksearch-based scripts (+ a few OMFIT ones) for pulling data; plotting scripts for Joe and Rory's 2021 control experiment stuff
Last synced: 14 Apr 2025
https://github.com/plasmacontrol/plasmaevolution
Predict tokamak plasma state evolution over time (new version of ProfilePredictor associated with Abbate/Conlin/etc. 2021 Nucl. Fusion 61 046027)
Last synced: 11 Aug 2025
https://github.com/plasmacontrol/zernipax
A python library to calculate Zernike Polynomials fast and accurately
Last synced: 06 Feb 2026
https://github.com/plasmacontrol/bes-edgeml-datasets
Dataset tools for DIII-D BES edge ML models
Last synced: 14 Apr 2025
https://github.com/plasmacontrol/faroes
Fusion analysis, research, and optimization for energy systems
Last synced: 25 Sep 2025
https://github.com/plasmacontrol/tearingavoidance
The Python scripts for training the ML models for tearing prediction & avoidance
Last synced: 06 Mar 2025
https://github.com/plasmacontrol/gspd
Compute Grad-Shafranove equilibria for a plasma pulse that satisfy force balance and circuit dynamics.
Last synced: 10 Mar 2026
https://github.com/plasmacontrol/aggregation_tests
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
Last synced: 20 Apr 2026
https://github.com/plasmacontrol/stellarator-database
This repository includes the functions required to upload DESC or VMEC results to the stellarator database.
Last synced: 16 Apr 2026
https://github.com/plasmacontrol/d3d_signals
Defines mapping of D3D MDS/PTdata signals to local storage on PU systems as yaml files
Last synced: 24 Jun 2025
https://github.com/plasmacontrol/d3d_loaders
Pytorch style dataloader for D3D data in HDF5 format
Last synced: 27 May 2026
https://github.com/plasmacontrol/tearingmodesurvival
Predict n=1 Tearing Mode onset on DIII-D using the auton-survival algorithm
Last synced: 13 Jul 2025
https://github.com/plasmacontrol/stride-python
Python implementation of the STRIDE code: State Transition Rapid Integration with DCON (Asymptotic) Expansion
Last synced: 06 Jun 2026
https://github.com/plasmacontrol/qp_test
quick test for a minimal box-constraint qp solver
Last synced: 04 Aug 2025
https://github.com/plasmacontrol/keras2c2
An update to Keras2c which supports Python 3.9, 3.10, 3.11, 3.12
Last synced: 02 Jul 2025