PlasmaControl's repositories
data-fetching
toksearch-based scripts (+ a few OMFIT ones) for pulling data; plotting scripts for Joe and Rory's 2021 control experiment stuff
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.
PlasmaEvolution
Predict tokamak plasma state evolution over time (new version of ProfilePredictor associated with Abbate/Conlin/etc. 2021 Nucl. Fusion 61 046027)
FastZernike
A python library to calculate Zernike Polynomials fast and accurately
Stellarator-Database
This repository includes the functions required to upload DESC or VMEC results to the stellarator database.
TearingAvoidance
The Python scripts for training the ML models for tearing prediction & avoidance
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
d3d_loaders
Pytorch style dataloader for D3D data in HDF5 format
d3d_signals
Defines mapping of D3D MDS/PTdata signals to local storage on PU systems as yaml files
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.
plasma-tv
Work on plasma tv image data
qp_test
quick test for a minimal box-constraint qp solver
STRIDE-python
Python implementation of the STRIDE code: State Transition Rapid Integration with DCON (Asymptotic) Expansion