A Review of Data‐Driven Discovery for Dynamic Systems
Joshua S. North,
Christopher K. Wikle,
Erin M. Schliep
Abstract:SummaryMany real‐world scientific processes are governed by complex non‐linear dynamic systems that can be represented by differential equations. Recently, there has been an increased interest in learning, or discovering, the forms of the equations driving these complex non‐linear dynamic systems using data‐driven approaches. In this paper, we review the current literature on data‐driven discovery for dynamic systems. We provide a categorisation to the different approaches for data‐driven discovery and a unifi… Show more
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