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Benefits and application of tree structures in Gaussian process models to optimize magnetic field shaping problems - MaRDI portal

Benefits and application of tree structures in Gaussian process models to optimize magnetic field shaping problems

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Publication:1793911

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DOI10.1007/978-3-319-76035-3_11zbMath1397.62616OpenAlexW2803684787MaRDI QIDQ1793911

Natalie Vollert, Jürgen Pilz, Michael Ortner

Publication date: 12 October 2018

Full work available at URL: https://doi.org/10.1007/978-3-319-76035-3_11

zbMATH Keywords

non-stationarity tree models Gaussian process surrogates simulation data

Mathematics Subject Classification ID

Gaussian processes (60G15) Applications of statistics to physics (62P35)

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