Duffing system
PulseAugur coverage of Duffing system — every cluster mentioning Duffing system across labs, papers, and developer communities, ranked by signal.
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New SADFED framework identifies Koopman models without predefined architectures
Researchers have developed a new framework called Spatially Aware Dictionary-Free Koopman Eigenfunction Identification (SADFED) for discovering Koopman models from data. This method does not require pre-defining a lifti…
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New nonadaptive control design for nonlinear systems published on arXiv
Researchers have developed a novel nonadaptive control design for robust nonlinear output regulation in systems with high relative degrees. This method utilizes an input-driven filter and a generic internal model combin…
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New CW-EDMD method improves Koopman operator approximation for complex systems · 2 sources tracked
Researchers have developed Cluster-Weighted Extended Dynamic Mode Decomposition (CW-EDMD), a novel method for approximating Koopman operators from data. This approach addresses the inefficiency of single global operator…