Pinned Repositories
bes-edgeml-datasets
Dataset tools for DIII-D BES edge ML models
bes-edgeml-models
[This repo is archived. The active version is at https://github.com/PlasmaControl/bes-ml.] Edge ML models for DIII-D BES diagnostic system.
data-fetching
toksearch-based scripts (+ a few OMFIT ones) for pulling data; plotting scripts for Joe and Rory's 2021 control experiment stuff
DESC
Stellarator Equilibrium and Optimization Suite
FAROES
Fusion analysis, research, and optimization for energy systems
FreeMHD
keras2c
A simple library to deploy Keras neural networks in pure C for realtime applications
plasma-profile-predictor
PlasmaEvolution
Predict tokamak plasma state evolution over time (new version of ProfilePredictor associated with Abbate/Conlin/etc. 2021 Nucl. Fusion 61 046027)
PyRCN
A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
PlasmaControl's Repositories
PlasmaControl/DESC
Stellarator Equilibrium and Optimization Suite
PlasmaControl/PyRCN
A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
PlasmaControl/keras2c
A simple library to deploy Keras neural networks in pure C for realtime applications
PlasmaControl/FreeMHD
PlasmaControl/data-fetching
toksearch-based scripts (+ a few OMFIT ones) for pulling data; plotting scripts for Joe and Rory's 2021 control experiment stuff
PlasmaControl/PlasmaEvolution
Predict tokamak plasma state evolution over time (new version of ProfilePredictor associated with Abbate/Conlin/etc. 2021 Nucl. Fusion 61 046027)
PlasmaControl/bes-edgeml-datasets
Dataset tools for DIII-D BES edge ML models
PlasmaControl/bes-edgeml-models
[This repo is archived. The active version is at https://github.com/PlasmaControl/bes-ml.] Edge ML models for DIII-D BES diagnostic system.
PlasmaControl/FAROES
Fusion analysis, research, and optimization for energy systems
PlasmaControl/plasma-profile-predictor
PlasmaControl/GSPD
Compute Grad-Shafranove equilibria for a plasma pulse that satisfy force balance and circuit dynamics.
PlasmaControl/Stellarator-Database
This repository includes the functions required to upload DESC or VMEC results to the stellarator database.
PlasmaControl/TearingAvoidance
The Python scripts for training the ML models for tearing prediction & avoidance
PlasmaControl/ZERNIPAX
A python library to calculate Zernike Polynomials fast and accurately
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
PlasmaControl/d3d_loaders
Pytorch style dataloader for D3D data in HDF5 format
PlasmaControl/d3d_signals
Defines mapping of D3D MDS/PTdata signals to local storage on PU systems as yaml files
PlasmaControl/GroupWebsite
The website of Plasma Control Group
PlasmaControl/nstxu-nns
PlasmaControl/pcs_spline_tests
PlasmaControl/TearingModeSurvival
Predict n=1 Tearing Mode onset on DIII-D using the auton-survival algorithm
PlasmaControl/TokamakText
PlasmaControl/plasma-tv
Work on plasma tv image data
PlasmaControl/spectrogram-enhancement
PlasmaControl/bes-edgeml-models-1
[This repo is archived. The active version is at https://github.com/PlasmaControl/bes-ml.] Edge ML models for DIII-D BES diagnostic system.
PlasmaControl/bes-ml
BES ML data tools and models
PlasmaControl/qp_test
quick test for a minimal box-constraint qp solver
PlasmaControl/STRIDE
Julia implementation of the STRIDE code: State Transition Rapid Integration with DCON (Asymptotic) Expansion
PlasmaControl/STRIDE-python
Python implementation of the STRIDE code: State Transition Rapid Integration with DCON (Asymptotic) Expansion
PlasmaControl/Zernike-Paper
Includes the scripts and external codes to generate plot and data of Zernipax paper