In such scenarios, the model needs to rapidly adjust to these changes. SINDy-Model Predictive Control (MPC) (Kaiser et al., 2018) demonstrates that a combination of SINDy with control (Fasel et al., 2021; Brunton et al., 2016), built on classical SINDy and DMDc (Narasingam & Kwon, ...
Classification and clustering with machine learning algorithms are approaches that have been widely applied in biological and biomedical research. However, given significant experimental advances, these datasets now often present the “curse of dimensionality” [1]. While thousands of features can be easil...