Identifying causality drivers and deriving governing equations of nonlinear complex systems.
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DOI: 10.1063/5.0102250
Abstract: Identifying and describing the dynamics of complex systems is a central challenge in various areas of science, such as physics, finance, or climatology. While machine learning algorithms are increasingly overtaking traditional approaches, their inner workings… read more here.
Keywords: causal structure; identifying causality; governing equations; causality ... See more keywords