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

doi:10.1088/1741-4326/ac1a0d

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

MPS-Authors

/persons/resource/persons245519

Merlo, A.
Stellarator Edge and Divertor Physics (E4), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons203650

Böckenhoff, D.
Stellarator Edge and Divertor Physics (E4), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons211443

Schilling, J.
Stellarator Dynamics and Transport (E5), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons191408

Höfel, U.
Stellarator Heating and Optimisation (E3), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons203629

Kwak, S.
Stellarator Dynamics and Transport (E5), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons110611

Svensson, J.
Stellarator Dynamics and Transport (E5), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons203816

Pavone, A.
Stellarator Heating and Optimisation (E3), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons185806

Lazerson, S. A.
Stellarator Edge and Divertor Physics (E4), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons110123

Pedersen, T. S.
Stellarator Edge and Divertor Physics (E4), Max Planck Institute for Plasma Physics, Max Planck Society;

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https://doi.org/10.1088/1741-4326/ac1a0d
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引用

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 (2021). Proof of concept of a fast surrogate model of the VMEC code via neural networks in Wendelstein 7-X scenarios. Nuclear Fusion, 61:. doi:10.1088/1741-4326/ac1a0d.

引用: https://hdl.handle.net/21.11116/0000-0009-17E3-D

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