Diego Gonzalez Diaz

Universidad Catolica del Norte, Chile

Title: Sampling and Modelling Quasi-stationary states paths in the d-HMF model by using Maximum Caliber Framework

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Biography

Diego González Díaz completed his PhD on Statistical Physics from the University of Chile and the Chilean Nuclear Energy Commission (CCHEN). He completed his last year of studies collaborating with the Information Physics Group in SUNY, New York, USA. His main topic is Non-Equilibrium Statistical Mechanics, using maximum caliber as a central theory. He currently works at the Itaú-Corpbanca bank teaching and advising on applied programming, researching and developing technologies with focus in Data Analysis, Operational Automation and Artificial Intelligence.

Abstract

Molecular dynamics simulations are performed for a mean field model, the maximum caliber principle is used to find a probability distribution for the orientation and momentum trajectories for a dipole-type Hamiltonian mean-field (d-HMF) model. Then the time slicing equation is used for finding the time-dependent probability distribution that describes the model in time. The objective of the data processing of the simulations is to obtain a theoretical description of the system based on the results of the simulations performed.