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math.DS2025
Kernel Dynamic Mode Decomposition For Sparse Reconstruction of Closable Koopman Operators
Nishant Panda, Himanshu Singh, J. Nathan Kutz
Spatial temporal reconstruction of dynamical system is indeed a crucial problem with diverse applications ranging from climate modeling to numerous chaotic and physical processes.…
math.DS2023
Data-driven discovery with Limited Data Acquisition for fluid flow across cylinder
Himanshu Singh
One of the central challenge for extracting governing principles of dynamical system via Dynamic Mode Decomposition (DMD) is about the limit data availability or formally called as…