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20222024
most citedOnline learning of quadratic manifolds from streaming data for nonlinear dimensionality reduction and nonlinear model reduction

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cs.LG2023

Progressive reduced order modeling: empowering data-driven modeling with selective knowledge transfer

Teeratorn Kadeethum, Daniel O'Malley, Youngsoo Choi +2

Data-driven modeling can suffer from a constant demand for data, leading to reduced accuracy and impractical for engineering applications due to the high cost and scarcity of infor…