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Description:: This thesis introduces novel neural network architectures designed to discover dynamical systems from physical data and as well as solve dynamical systems rising from optimal …
Year:: 2024
Contributor:: Zhang, Zhen (creator); Karniadakis, George (Advisor); Keith, Brendan (Reader); Darbon, Jérôme (Reader); Brown University. Department of Applied Mathematics (sponsor)
Genre:: theses
Subject:: dynamical systems; Deep Learning; Symplectic geometry
Collection:: Applied Mathematics; Theses and Dissertations

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