Showing 2024Show all
3 papers · 1 filter
eess.SY2024
Schrödinger's control and estimation paradigm with spatio-temporal distributions on graphs
Asmaa Eldesoukey, Tryphon T. Georgiou
The problem of reconciling a prior probability law on paths with data was introduced by E. Schrödinger in 1931/32. It represents an early formulation of a maximum likelihood probl…
cond-mat.stat-mech2024
Maximum entropy inference of reaction-diffusion models
Olga Movilla Miangolarra, Asmaa Eldesoukey, Ander Movilla Miangolarra +1
Reaction-diffusion equations are commonly used to model a diverse array of complex systems, including biological, chemical, and physical processes. Typically, these models are phen…
math.OC2024
An excursion onto Schrödinger's bridges: Stochastic flows with spatio-temporal marginals
Asmaa Eldesoukey, Olga Movilla Miangolarra, Tryphon T. Georgiou
The purpose of the present work is to expand substantially the type of control and estimation problems that can be addressed following the paradigm of Schrödinger bridges, by inco…