Open AccessRapid data-driven model reduction of nonlinear dynamical systems including chemical reaction networks using ℓ1-regularization
Author(s) -
Qian Yang,
Carlos SingLong,
Evan J. Reed
Publication year - 2020
Publication title -
chaos an interdisciplinary journal of nonlinear science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.971
H-Index - 113
eISSN - 1089-7682
pISSN - 1054-1500
DOI - 10.1063/1.5139463
Subject(s) - dynamical systems theory , extrapolation , nonlinear system , interpretability , reduction (mathematics) , computer science , model order reduction , linear dynamical system , regularization (linguistics) , mathematics , algorithm , projection (relational algebra) , mathematical optimization , artificial intelligence , physics , mathematical analysis , geometry , quantum mechanics
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