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Yao Cheng Li

2 papers indexed

arxivcs.LG2026-07-16

An Introduction to Sparse Identification of Nonlinear Dynamics for Engineering Applications

Yao Cheng Li, Ana Larrañaga, Steven L. Brunton, Urban Fasel

Many engineering problems involve phenomena whose governing equations are poorly characterized or only partially known. Surrogate modeling techniques such as neural networks can capture the behavior of these systems, but they typically demand large training datasets that are diff…

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