Initial results of a machine learning-based real time disruption predictor on DIII-D

C. Rea; K. Erickson; R. S. Granetz; R. Johnson; N. Eidietis; K. Montes; R. A. Tinguely

Initial results of a machine learning-based real time disruption predictor on DIII-D

C. Rea
, K. Erickson
, R. S. Granetz
, R. Johnson
, N. Eidietis
, K. Montes
, R. A. Tinguely

PPPL Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English (US)
Title of host publication	45th EPS Conference on Plasma Physics, EPS 2018
Editors	J. Berndt, S. Coda, G. Lapenta, C. Michaut, S. Weber, M. Mantsinen
Publisher	European Physical Society (EPS)
Pages	405-408
Number of pages	4
ISBN (Electronic)	9781510868441
State	Published - 2018
Event	45th EPS Conference on Plasma Physics, EPS 2018 - Prague, Czech Republic Duration: Jul 2 2018 → Jul 6 2018

Publication series

Name	45th EPS Conference on Plasma Physics, EPS 2018
Volume	2018-July

Other

Other	45th EPS Conference on Plasma Physics, EPS 2018
Country/Territory	Czech Republic
City	Prague
Period	7/2/18 → 7/6/18

All Science Journal Classification (ASJC) codes

Nuclear and High Energy Physics

Cite this

Rea, C., Erickson, K., Granetz, R. S., Johnson, R., Eidietis, N., Montes, K., & Tinguely, R. A. (2018). Initial results of a machine learning-based real time disruption predictor on DIII-D. In J. Berndt, S. Coda, G. Lapenta, C. Michaut, S. Weber, & M. Mantsinen (Eds.), 45th EPS Conference on Plasma Physics, EPS 2018 (pp. 405-408). (45th EPS Conference on Plasma Physics, EPS 2018; Vol. 2018-July). European Physical Society (EPS).

@inproceedings{0982f93fa5ca45a38add38460694c140,

title = "Initial results of a machine learning-based real time disruption predictor on DIII-D",

author = "C. Rea and K. Erickson and Granetz, \{R. S.\} and R. Johnson and N. Eidietis and K. Montes and Tinguely, \{R. A.\}",

year = "2018",

language = "English (US)",

series = "45th EPS Conference on Plasma Physics, EPS 2018",

publisher = "European Physical Society (EPS)",

pages = "405--408",

editor = "J. Berndt and S. Coda and G. Lapenta and C. Michaut and S. Weber and M. Mantsinen",

booktitle = "45th EPS Conference on Plasma Physics, EPS 2018",

note = "45th EPS Conference on Plasma Physics, EPS 2018 ; Conference date: 02-07-2018 Through 06-07-2018",

}

Rea, C, Erickson, K, Granetz, RS, Johnson, R, Eidietis, N, Montes, K & Tinguely, RA 2018, Initial results of a machine learning-based real time disruption predictor on DIII-D. in J Berndt, S Coda, G Lapenta, C Michaut, S Weber & M Mantsinen (eds), 45th EPS Conference on Plasma Physics, EPS 2018. 45th EPS Conference on Plasma Physics, EPS 2018, vol. 2018-July, European Physical Society (EPS), pp. 405-408, 45th EPS Conference on Plasma Physics, EPS 2018, Prague, Czech Republic, 7/2/18.

Initial results of a machine learning-based real time disruption predictor on DIII-D. / Rea, C.; Erickson, K.; Granetz, R. S. et al.
45th EPS Conference on Plasma Physics, EPS 2018. ed. / J. Berndt; S. Coda; G. Lapenta; C. Michaut; S. Weber; M. Mantsinen. European Physical Society (EPS), 2018. p. 405-408 (45th EPS Conference on Plasma Physics, EPS 2018; Vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Initial results of a machine learning-based real time disruption predictor on DIII-D

AU - Rea, C.

AU - Erickson, K.

AU - Granetz, R. S.

AU - Johnson, R.

AU - Eidietis, N.

AU - Montes, K.

AU - Tinguely, R. A.

PY - 2018

Y1 - 2018

UR - https://www.scopus.com/pages/publications/85057833688

UR - https://www.scopus.com/pages/publications/85057833688#tab=citedBy

M3 - Conference contribution

AN - SCOPUS:85057833688

T3 - 45th EPS Conference on Plasma Physics, EPS 2018

SP - 405

EP - 408

BT - 45th EPS Conference on Plasma Physics, EPS 2018

A2 - Berndt, J.

A2 - Coda, S.

A2 - Lapenta, G.

A2 - Michaut, C.

A2 - Weber, S.

A2 - Mantsinen, M.

PB - European Physical Society (EPS)

T2 - 45th EPS Conference on Plasma Physics, EPS 2018

Y2 - 2 July 2018 through 6 July 2018

ER -

Rea C, Erickson K, Granetz RS, Johnson R, Eidietis N, Montes K et al. Initial results of a machine learning-based real time disruption predictor on DIII-D. In Berndt J, Coda S, Lapenta G, Michaut C, Weber S, Mantsinen M, editors, 45th EPS Conference on Plasma Physics, EPS 2018. European Physical Society (EPS). 2018. p. 405-408. (45th EPS Conference on Plasma Physics, EPS 2018).

Initial results of a machine learning-based real time disruption predictor on DIII-D

Publication series

Other

All Science Journal Classification (ASJC) codes

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