Surrogate models of radiative transfer codes for atmospheric trace gas retrievals from satellite observations

DOI10.1007/s10994-022-06155-2WikidataQ111522660 ScholiaQ111522660MaRDI QIDQ6106481

Sašo Džeroski, Jure Brence, Jennifer Adams, Jovan Tanevski, Edward Malina

Publication date: 27 June 2023

Published in: Machine Learning (Search for Journal in Brave)

zbMATH Keywords

neural networksradiative transferdimensionality reductionsurrogate modelssatellite dataintrinsic dimensionalitytree ensembles

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• Unnamed Item
• Design and analysis of computer experiments. With comments and a rejoinder by the authors
• Deterministic global optimization with artificial neural networks embedded
• Extremely randomized trees

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