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Rebecca Kohlhaas, Ilja Kröker, Sergey Oladyshkin et al.

Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator: concept for bias correction, assessment of surrogate reliability and its application to the carbon dioxide benchmark

Published in: Computational geosciences : modeling, simulation and data analysis 27, 3, 14.4.2023, date:6.2023

Title

Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator: concept for bias correction, assessment of surrogate reliability and its application to the carbon dioxide benchmark

Involved 

Rebecca Kohlhaas (Verfasser)
Ilja Kröker (Verfasser)
Sergey Oladyshkin (Verfasser)
Wolfgang Nowak (Verfasser)
SpringerLink (Online service) (Sonstige)

Published in

Computational geosciences : modeling, simulation and data analysis 27, 3, 14.4.2023, date:6.2023, Seite 369-389

Published

2023

Language

Englisch

Country

Deutschland

Topic

Mathematik

Subject

Earth Sciences.
Geotechnical Engineering and Applied Earth Sciences.
Geology.
Mathematical Modeling and Industrial Mathematics.
Soil Science.

DDC notation

519.2

Persistent identifier

urn:nbn:de:101:1-2023090813122508815249 (URN)
10.1007/s10596-023-10199-1 (DOI)

Record ID

1301931586
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