Bayesian uncertainty calculation in neural network inference of ion and 
electron temperature profiles at W7-X

Pavone, A.; Svensson, J.; Langenberg, A.; Pablant, N.; Hoefel, U.; Kwak, S.; Wolf, R. C.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society

doi:10.1063/1.5039286

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学術論文

Bayesian uncertainty calculation in neural network inference of ion and electron temperature profiles at W7-X

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/persons130916

Langenberg, A.
Stellarator Heating and Optimisation (E3), 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/persons203629

Kwak, S.
Stellarator Dynamics and Transport (E5), 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/10.1063/1.5039286
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Pavone_Bayesian.pdf
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引用

Pavone, A., Svensson, J., Langenberg, A., Pablant, N., Hoefel, U., Kwak, S., Wolf, R. C., & W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society (2018). Bayesian uncertainty calculation in neural network inference of ion and electron temperature profiles at W7-X. Review of Scientific Instruments, 89:. doi:10.1063/1.5039286.

引用: https://hdl.handle.net/21.11116/0000-0002-0423-2

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