7 Data-driven methods for reduced-order modeling

DOI10.1515/9783110671490-007zbMath1467.93051OpenAlexW3133472919MaRDI QIDQ4992993

Steven L. Brunton, J. Nathan Kutz

Publication date: 15 June 2021

Published in: Snapshot-Based Methods and Algorithms (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1515/9783110671490-007

zbMATH Keywords

system identificationnonlinear system identificationsparse regressiondynamic mode decompositionreduced-order modelKoopman theory

Mathematics Subject Classification ID

System identification (93B30) Nonlinear systems in control theory (93C10) System structure simplification (93B11)

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