Articles with "dynamics data" as a keyword



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Dynamics of data-driven microstates in bipolar disorder.

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Published in 2021 at "Journal of psychiatric research"

DOI: 10.1016/j.jpsychires.2021.07.021

Abstract: Many of the existing models of mood in bipolar disorder can largely be divided into two camps, tracking mood as either a discrete or continuous variable. Both groups rely upon certain assumptions, with most considering… read more here.

Keywords: data driven; mood; driven microstates; bipolar disorder ... See more keywords
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Learning effective dynamics from data-driven stochastic systems.

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Published in 2023 at "Chaos"

DOI: 10.1063/5.0126667

Abstract: Multiscale stochastic dynamical systems have been widely adopted to a variety of scientific and engineering problems due to their capability of depicting complex phenomena in many real-world applications. This work is devoted to investigating the… read more here.

Keywords: stochastic systems; dynamics data; learning effective; driven stochastic ... See more keywords