ekolemen

Stellarator-Database

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

FAROES

Fusion analysis, research, and optimization for energy systems

PyRCN

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

GSPD

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

DESC

Stellarator Equilibrium and Optimization Suite

FastZernike

A python library to calculate Zernike Polynomials fast and accurately

PlasmaEvolution

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

FreeMHD

plasma-profile-predictor

pcs_spline_tests

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

data-fetching

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

nstxu-nns

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.

keras2c

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