Sergio M. Davis

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 9

Top Topics

Digital X Ray Images

Particle Swarm Optimization Algorithm

Multilevel Thresholding

Top Venues

Comput. Phys. Commun.

Eng. Appl. Artif. Intell.

Publications

Abiam Tamburrini, Sergio M. Davis, Pablo S. Moya
Evaluating the Adiabatic Invariants in Magnetized Plasmas Using a Classical Ehrenfest Theorem. Entropy 25 (11) (2023)
Luis Orellana, Jorge Ardila-Rey, Gonzalo Avaria, Sergio M. Davis
Danger assessment of the partial discharges temporal evolution on a polluted insulator using UHF measurement and deep learning. Eng. Appl. Artif. Intell. 124 (2023)
Yasmín Navarrete, Sergio M. Davis
Quantum Mutual Information, Fragile Systems and Emergence. Entropy 24 (11) (2022)
Felipe Moreno, Sergio M. Davis, Joaquín Peralta
A portable and flexible implementation of the Wang-Landau algorithm in order to determine the density of states. Comput. Phys. Commun. 274 (2022)
Luis Orellana, Gonzalo Avaria, Jorge Ardila-Rey, Sergio M. Davis, Roger Schurch, Cristian Pavez
Inference of X-Ray Emission From a Plasma Focus Discharge: Comparison Between Characteristic Parameters and Neural Network Analyses. IEEE Access 8 (2020)
Diego González, Sergio M. Davis, Sergio Curilef
Solving Equations of Motion by Using Monte Carlo Metropolis: Novel Method Via Random Paths Sampling and the Maximum Caliber Principle. Entropy 22 (9) (2020)
Gonzalo Avaria, Jorge Ardila-Rey, Sergio M. Davis, Luis Orellana, Benjamín Cevallos, Cristian Pavez, Leopoldo Soto
Hard X-Ray Emission Detection Using Deep Learning Analysis of the Radiated UHF Electromagnetic Signal From a Plasma Focus Discharge. IEEE Access 7 (2019)
Sergio M. Davis, Diego González, Gonzalo Gutiérrez
Probabilistic Inference for Dynamical Systems. Entropy 20 (9) (2018)
Joaquín Peralta, Claudia Loyola, Sergio M. Davis
A GPU enhanced approach to identify atomic vacancies in solid materials. Comput. Phys. Commun. 193 (2015)
Diego González, Sergio M. Davis
Fitting of interatomic potentials without forces: A parallel particle swarm optimization algorithm. Comput. Phys. Commun. 185 (12) (2014)
Sergio M. Davis, Yasmín Navarrete, Gonzalo Gutiérrez
A maximum entropy model for opinions in social groups. CoRR (2013)
Sergio M. Davis, Anatoly B. Belonoshko, Börje Johansson
SearchFill: A stochastic optimization code for detecting atomic vacancies in crystalline and non-crystalline systems. Comput. Phys. Commun. 182 (5) (2011)
Sergio M. Davis, Claudia Loyola, Felipe González, Joaquín Peralta
Las Palmeras Molecular Dynamics: A flexible and modular molecular dynamics code. Comput. Phys. Commun. 181 (12) (2010)