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: 16 May 2025
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/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: 06 Mar 2025
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/tearingmodesurvival
Predict n=1 Tearing Mode onset on DIII-D using the auton-survival algorithm
Last synced: 13 Jul 2025
https://github.com/plasmacontrol/stellarator-database
This repository includes the functions required to upload DESC or VMEC results to the stellarator database.
Last synced: 06 Mar 2025
https://github.com/plasmacontrol/d3d_loaders
Pytorch style dataloader for D3D data in HDF5 format
Last synced: 06 Mar 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
https://github.com/plasmacontrol/stride-python
Python implementation of the STRIDE code: State Transition Rapid Integration with DCON (Asymptotic) Expansion
Last synced: 06 Mar 2025
https://github.com/plasmacontrol/qp_test
quick test for a minimal box-constraint qp solver
Last synced: 04 Aug 2025