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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…
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 incor…
Inferring potential landscapes: A Schrödinger bridge approach to Maximum Caliber
Olga Movilla Miangolarra, Asmaa Eldesoukey, Tryphon T. Georgiou
Schrödinger bridges have emerged as an enabling framework for unveiling the stochastic dynamics of systems based on marginal observations at different points in time. The terminolo…