2 papers
cs.NE2024
Identifying phase transitions in physical systems with neural networks: a neural architecture search perspective
Rodrigo Carmo Terin, Zochil González Arenas, Roberto Santana
The use of machine learning algorithms to investigate phase transitions in physical systems is a valuable way to better understand the characteristics of these systems. Neural netw…
math.NA2018
An estimation of distribution algorithm for the computation of innovation estimators of diffusion processes
Zochil González Arenas, Juan Carlos Jimenez, Li-Vang Lozada-Chang +1
Estimation of Distribution Algorithms (EDAs) and Innovation Method are recognized methods for solving global optimization problems and for the estimation of parameters in diffusion…