2 papers
cs.LG2026
Global Optimization via Softmin Energy Minimization
Andrea Agazzi, Vittorio Carlei, Marco Romito +1
Global optimization, particularly for non-convex functions with multiple local minima, poses significant challenges for traditional gradient-based methods. While metaheuristic appr…
math.AP2025
Instantaneous Total Enhanced Dissipation For Very Rough Shear Flows
Marco Romito, Leonardo Roveri
This paper investigates enhanced dissipation for a passive scalar advected by "very rough" horizontal shear flows, described by an advection-diffusion equation on the 2D torus. The…