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Learning Lyapunov Operators for Nonlinear Systems

Mukherjee, Amartya et al.
arXiv (All) · Papers
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analysis-of-pdesmachine-learningoptimization-and-control
Constructing Lyapunov functions for nonlinear dynamical systems is a central problem in stability analysis, yet remains challenging. Lyapunov functions are commonly characterized as solutions to first-order partial differential equations (PDEs), but these solutions are typically obtained for single
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