PlasmaControl/DESC

Stellarator Equilibrium and Optimization Suite

Language: Python - Size: 2.26 GB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 122 - Forks: 31

PlasmaControl/PlasmaEvolution

Predict tokamak plasma state evolution over time (new version of ProfilePredictor associated with Abbate/Conlin/etc. 2021 Nucl. Fusion 61 046027)

Language: Jupyter Notebook - Size: 4.37 MB - Last synced at: 21 days ago - Pushed at: 27 days ago - Stars: 6 - Forks: 2

PlasmaControl/PyRCN

A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.

Language: Python - Size: 192 MB - Last synced at: about 21 hours ago - Pushed at: 10 months ago - Stars: 90 - Forks: 19

PlasmaControl/FreeMHD

Language: C++ - Size: 725 MB - Last synced at: 21 days ago - Pushed at: 3 months ago - Stars: 13 - Forks: 0

PlasmaControl/GroupWebsite

The website of Plasma Control Group

Language: Python - Size: 687 MB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 1 - Forks: 0

PlasmaControl/keras2c

A simple library to deploy Keras neural networks in pure C for realtime applications

Language: C - Size: 7.33 MB - Last synced at: 29 days ago - Pushed at: about 1 month ago - Stars: 87 - Forks: 36

PlasmaControl/Diag2Diag-SRTS

The Python scripts for training the Diag2Diag models for super resolution diagnostics

Language: Jupyter Notebook - Size: 422 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

PlasmaControl/TearingAvoidance

The Python scripts for training the ML models for tearing prediction & avoidance

Language: PureBasic - Size: 1.28 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 2

PlasmaControl/KSTAR-torbeamNN

Language: C - Size: 19.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

PlasmaControl/ZERNIPAX

A python library to calculate Zernike Polynomials fast and accurately

Language: Jupyter Notebook - Size: 2.83 MB - Last synced at: 14 days ago - Pushed at: 6 months ago - Stars: 4 - Forks: 2

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

Language: Python - Size: 12.7 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

PlasmaControl/GSPD

Compute Grad-Shafranove equilibria for a plasma pulse that satisfy force balance and circuit dynamics.

Language: MATLAB - Size: 3.79 MB - Last synced at: 28 days ago - Pushed at: 7 months ago - Stars: 3 - Forks: 2

PlasmaControl/data-fetching

toksearch-based scripts (+ a few OMFIT ones) for pulling data; plotting scripts for Joe and Rory's 2021 control experiment stuff

Language: C - Size: 304 KB - Last synced at: 21 days ago - Pushed at: 8 months ago - Stars: 6 - Forks: 1

PlasmaControl/plasma-profile-predictor

Language: Jupyter Notebook - Size: 625 MB - Last synced at: 21 days ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

PlasmaControl/FAROES

Fusion analysis, research, and optimization for energy systems

Language: Python - Size: 865 KB - Last synced at: 28 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

PlasmaControl/TokamakText Fork of jabbate7/TokamakText

Language: Python - Size: 29.4 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

PlasmaControl/bes-edgeml-datasets

Dataset tools for DIII-D BES edge ML models

Language: Python - Size: 1.73 MB - Last synced at: 21 days ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

PlasmaControl/plasma-tv

Work on plasma tv image data

Language: Jupyter Notebook - Size: 5.39 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

PlasmaControl/Stellarator-Database

This repository includes the functions required to upload DESC or VMEC results to the stellarator database.

Language: Python - Size: 81.1 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

PlasmaControl/qp_test

quick test for a minimal box-constraint qp solver

Language: Python - Size: 52.7 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

PlasmaControl/STRIDE-python

Python implementation of the STRIDE code: State Transition Rapid Integration with DCON (Asymptotic) Expansion

Language: Jupyter Notebook - Size: 1.52 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

PlasmaControl/d3d_loaders

Pytorch style dataloader for D3D data in HDF5 format

Language: Python - Size: 1.23 MB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

PlasmaControl/d3d_signals

Defines mapping of D3D MDS/PTdata signals to local storage on PU systems as yaml files

Language: Python - Size: 85 KB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

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.

Language: Jupyter Notebook - Size: 866 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 2

PlasmaControl/bes-ml

BES ML data tools and models

Language: Jupyter Notebook - Size: 50.9 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

PlasmaControl/bes-edgeml-models-1 Fork of 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.

Size: 866 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

PlasmaControl/spectrogram-enhancement

Language: Jupyter Notebook - Size: 8.92 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

PlasmaControl/pcs_spline_tests

Language: C - Size: 8.79 KB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

PlasmaControl/nstxu-nns

Language: MATLAB - Size: 1.95 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0