math.AP · 2026-09-17 · No. 116
Analysis of PDEs, 2026-09-17.
1 new papers in math.AP. Titles, authors,
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01 — The papers
1 entries-
01
Learning Lyapunov Operators for Nonlinear Systems
Amartya Mukherjee, Maxwell Fitzsimmons, David C. Del Rey Fernández, Jun Liu
math.AP · cs.LG · math.OC
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 systems, limiting their reuse across systems. In this paper, we study the Lyapunov solution operator that maps a vector field to the corresponding...
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