Proof of concept of a fast surrogate model of the VMEC code via neural networks 
in Wendelstein 7-X scenarios

Merlo, A.; Böckenhoff, D.; Schilling, J.; Höfel, U.; Kwak, S.; Svensson, J.; Pavone, A.; Lazerson, S. A.; Pedersen, T. S.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society

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Proof of concept of a fast surrogate model of the VMEC code via neural networks in Wendelstein 7-X scenarios

Merlo, A., Böckenhoff, D., Schilling, J., Höfel, U., Kwak, S., Svensson, J., et al. (2021). Proof of concept of a fast surrogate model of the VMEC code via neural networks in Wendelstein 7-X scenarios. Poster presented at DPG-Tagung der Sektion Materie und Kosmos (SMuK), Virtual.

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Item Permalink: https://hdl.handle.net/21.11116/0000-0009-1E4A-4 Version Permalink: https://hdl.handle.net/21.11116/0000-0009-1E4B-3

Genre: Poster

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Creators:
Merlo, A.¹, Author
Böckenhoff, D.¹, Author
Schilling, J.², Author
Höfel, U.³, Author
Kwak, S.², Author
Svensson, J.², Author
Pavone, A.³, Author
Lazerson, S. A.³, Author
Pedersen, T. S.¹, Author
W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society, Author

Affiliations:
1Stellarator Edge and Divertor Physics (E4), Max Planck Institute for Plasma Physics, Max Planck Society, ou_1856286
2Stellarator Dynamics and Transport (E5), Max Planck Institute for Plasma Physics, Max Planck Society, ou_2040306
3Stellarator Heating and Optimisation (E3), Max Planck Institute for Plasma Physics, Max Planck Society, ou_2040305

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Language(s): eng - English

Dates: Submitted: 2021

Publication Status: Submitted

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Title: DPG-Tagung der Sektion Materie und Kosmos (SMuK)

Place of Event: Virtual

Start-/End Date: 2021-08-30 - 2021-09-03

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Title: Verhandlungen der Deutschen Physikalischen Gesellschaft

Other : Verhandl. DPG

Source Genre: Journal

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Publ. Info: Bad Honnef : DPG

Pages: - Volume / Issue: (VI) 56 (5) Sequence Number: P 5.44 Start / End Page: - Identifier: CoNE: https://pure.mpg.de/cone/journals/resource/04200195
ISSN: 0420-0195