Neural network surrogates of Bayesian diagnostic models for fast inference of 
plasma parameters

Pavone, A.; Svensson, J.; Krychowiak, M.; Hergenhahn, U.; Winters, V.; Kornejew, P.; Kwak, S.; Hoefel, U.; Koenig, R.; Wolf, R. C.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society

doi:10.1063/5.0043772

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Neural network surrogates of Bayesian diagnostic models for fast inference of plasma parameters

MPS-Authors

/persons/resource/persons203816

Pavone, A.
Stellarator Heating and Optimisation (E3), 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/persons109720

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

/persons/resource/persons109362

Hergenhahn, U.
Stellarator Edge and Divertor Physics (E4), Max Planck Institute for Plasma Physics, Max Planck Society;
External Organizations;

/persons/resource/persons242379

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

/persons/resource/persons109675

Kornejew, P.
Stellarator Edge and Divertor Physics (E4), 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/persons191408

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

/persons/resource/persons109653

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

/persons/resource/persons110827

Wolf, R. C.
Stellarator Heating and Optimisation (E3), Max Planck Institute for Plasma Physics, Max Planck Society;

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https://doi.org/10.1063/5.0043772
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引用

Pavone, A., Svensson, J., Krychowiak, M., Hergenhahn, U., Winters, V., Kornejew, P., Kwak, S., Hoefel, U., Koenig, R., Wolf, R. C., & W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society (2021). Neural network surrogates of Bayesian diagnostic models for fast inference of plasma parameters. Review of Scientific Instruments, 92:. doi:10.1063/5.0043772.

引用: https://hdl.handle.net/21.11116/0000-0007-F0F2-8

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