This README.txt file was generated on 2024-08-20 by Matt Tobin




GENERAL INFORMATION


1. Title of Dataset: Figure data for manuscript "Vertical Instability Forecasting and Controllability Assessment of Multi-device Tokamak Plasmas in DECAF with Data-driven Optimization"


2. Author Information
        A. Principal Investigator Contact Information
                Name: Matt Tobin
                ORCID: 0000-0003-2276-6448
                Institution: Columbia University in the City of New York
                Email: mtobin@pppl.gov


        B. Associate or Co-investigator Contact Information
                Name: Steven Sabbagh
                ORCID: 0000-0003-1077-8118
                Institution: Columbia University in the City of New York
                Email: sabbagh@pppl.gov


        C. Alternate Contact Information
                Name: Stan Kaye
                ORCID: 0000-0002-2514-1163
                Institution: Princeton Plasma Physics Laboratory
                Email: kaye@pppl.gov


3. Date of data collection: 2010-01-01 - 2023-01-31


4. Geographic location of data collection: 
National Spherical Torus eXperiment-Upgrade (NSTX-U), Princeton, NJ, USA
KSTAR, Korea Institute for Fusion Energy, Gwahk-ro, Yuseong-gu, Daejeon, Republic of Korea
MAST-Upgrade, United Kingdom Atomic Energy Authority, Culham Science Center, Abingdon, OX14 3DB, Oxfordshire, United Kingdom


5. Information about funding sources that supported the collection of the data: 
* U.S. Department of Energy: DE-SC0020415, DE-SC0021311, DE-SC0018623
* Korea Ministry of Science and ICT: EN2301-14
* EPSRC Energy Programme: EP/W006839/1




SHARING/ACCESS INFORMATION


1. Licenses/restrictions placed on the data: <CC-BY 4.0 International>


2. Links to publications that cite or use the data: https://doi.org/__ENTER_DOI_FOR_PAPER__


3. Links to other publicly accessible locations of the data: None


4. Links/relationships to ancillary data sets: 


5. Was data derived from another source? yes/no
        A. If yes, list source(s): 


6. Recommended citation for this dataset: (copy and paste from the Princeton Data Commons Describe record)




DATA & FILE OVERVIEW


1. File List: 
Figure1.csv: Data for Figure 1 in the manuscript text
Figure2.csv: Data for Figure 2 in the manuscript text
Figure3.csv: Data for Figure 3 in the manuscript text
Figure4.csv: Data for Figure 4 in the manuscript text
Figure5.csv: Data for Figure 5 in the manuscript text
Figure6.csv: Data for Figure 6 in the manuscript text
Figure7.csv: Data for Figure 7 in the manuscript text
Figure8.csv: Data for Figure 8 in the manuscript text
Figure9.csv: Data for Figure 9 in the manuscript text
Figure11.csv: Data for Figure 11 in the manuscript text (includes data for Figure 10)
Figure12.csv: Data for Figure 12 in the manuscript text
Figure13.csv: Data for Figure 13 in the manuscript text
Figure14.csv: Data for Figure 14 in the manuscript text
Figure15.csv: Data for Figure 15 in the manuscript text


2. Relationship between files: None


3. Variable List: 
Variables are labeled with units within the files


4. Specialized formats of data:
None; raw x-, y-, and z- (where appropriate) values are stored in the csv files for ease of interpretation in various data analysis programs