Browsing by Subject "Differentiable dynamical systems"
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Optimal Spatiotemporal Reduced Order Modeling for Nonlinear Dynamical Systems
(2012)Proposed in this dissertation is a novel reduced order modeling (ROM) framework called optimal spatiotemporal reduced order modeling (OPSTROM) for nonlinear dynamical systems. The OPSTROM approach is a data-driven methodology ... -
Problems in the design and operation of uncertain complex engineering systems
(2011)In this dissertation, we consider two problems. The first one is a general approach to the optimal design of uncertain dynamical systems, where the uncertainty is represented by a random parameter. The problem is formulated ...