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Gonzalo Javier Hernandez Oliva

Associate Professor

Universidad de Santiago de Chile

Santiago, Chile

1. Modelamiento y Simulación de Sistemas 2. Reconocimiento de Patrones 3. Computación de Alto Rendimiento

Mathematical Modeling, UNIVERSIDAD DE CHILE. Chile, 1997
Ingeniero Civil Matemático, UNIVERSIDAD DE CHILE. Chile, 1991

Associate Researcher Part Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Valparaiso, Chile

2009 - At present
Associate Professor Full Time

UNIVERSIDAD DE VALPARAISO

Ingenieria

Valparaiso, Chile

2007 - 2013
Associate Researcher Part Time

UNIVERSIDAD DE CHILE

Ciencias Fisicas y Matematicas

Santiago, Chile

2004 - 2011
Profesor Part Time

Diferentes Universidades

Ingenieria, Ciencias

Santiago, Chile

1996 - 2003

Consultor en el Area de Operaciones y Servicio Other

Diferentes Empresas Publicas y Privadas

Santiago, Chile

2003 - At present

He guiado y co-guiado 36 memorias y tesis de postgrado.

Scientific Cooperation Initiatives:

1) SCALAC Servicio de Computación Avanzada para Latinoamérica y el Caribe:
Barcelona Super Computing Center, España
Universidad de Buenos Aires, Argentina
Universidad Nacional de Córdoba, Argentina
Universidad Nacional de Cuyo, Argentina
Universidade Federal de Campinha Grande, Brasil
Universidad Santa María, Chile
Universidad Industrial de Santander, Colombia
Universidad Nacional Autónoma de México, México
Centro de Investigación y de Estudios Avanzados, México
Universidad de la República, Uruguay
Universidad de Los Andes , Venezuela

2) CARLA: High Performance Computing for Latin America
Barcelona Super Computing Center, España
Universidad de Buenos Aires, Argentina
Universidad Nacional de Córdoba, Argentina
Universidad Nacional de Cuyo, Argentina
Universidad Nacional del Litoral, Argentina
Universidade Federal de Campinha Grande, Brasil
Universidad Santa María, Chile
Universidad Industrial de Santander, Colombia
Universidad de la República, Uruguay
Universidad de Los Andes , Venezuela

3) Organización del Congreso Internacional CARLA 2014:
http://carla2014.hpclatam.org/


A Discrete Model of Market Interaction in the Presence of Social Networks and Price Discrimination Harrison, R.; G. Hernandez; R. Munoz Article ISI Mathematical Social Sciences (2017)
Paper Submitted=> Application of Neural Networks for the Early Prediction of Problematic Wine Fermentations Using Data from the Classical Chemical Variables G. Hernandez, R. Leon Article Neural Computing and Applications (2017)
Detection of abnormal processes of wine fermentation by support vector machines G. Hernandez; R. Leon; A. Urtubia Article Cluster Computing (2016)
Detection of Abnormal Wine Fermentation Processes by Support Vector Machines Hernández, G.; R. Leon; A. Urtubia Article ISI Cluster Computing (2016)
Paper Submitted=> A Discrete Model of Market Interaction in the Presence of Social Networks and Price Discrimination R. Harrison, G. Hernandez Article Mathematical Social Sciences (2016)
Prediction of Abnormal Wine Fermentations Using Computational Intelligent Techniques Hernández, G., R. Leon, A. Urtubia Article Journal of Computer Science and Technology (2015)
Special Issue CARLA 2014 Hernández, G. (Guest Editor ) Article Cluster Computing (2015)
Heuristic quadratic approximation for the universality theorem Hernández, Gonzalo; Plaza, Rafael; Salinas, Luis Article ISI SCOPUS CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS (2014)
Heuristic Quadratic Approximation for the Universality Theorem G. Hernandez; L. Salinas; R. Plaza Article Cluster Computing (2014)
High Performance Computing First HPCLATAM - CLCAR Latin American Joint Conference, CARLA 2014, Valparaiso, Chile, October 20-22, 2014. Proceedings. Hernández, G. et al Article Communications in Computer and Information Science (2014)
Experimental and numerical study of a shock-absorbing structure Dimnet, E; Haza-Rozier, E; Vinceslas, G; Leon, R; Hernández G. Article ISI SCOPUS Acta Mechanica (2013)
Experimental and Numerical Study of a Shockabsorbing Structure E. Dimnet; E. Haza-Rozier; G. Vinceslas; R. León; G. Hernández Article Acta Mechanica (2013)
A Fragmentation Model with Neighborhood Interaction G. Hernández; R. Leon; L. Salinas; E. Dimnet Article Applied Mathematical Modelling (2012)
A fragmentation model with neighborhood interaction Hernández G.; Leon, R; Salinas, L.; Dimnet, E Article ISI SCOPUS APPLIED MATHEMATICAL MODELLING (2012)
Detection of abnormal fermentations in wine process by multivariate statistics and pattern recognition techniques Urtubia, A.; Hernández G.; Roger, J.M. Article ISI SCOPUS Journal of Biotechnology (2012)
Detection of Abnormal Fermentations in wine process by multivariate statistics and pattern recognition techniques A. Urtubia; M. Emparan; C. Román; G. Hernández; J.M. Roger Article Journal of Biotechnology (2012)
Prediction of problematic wine fermentations using artificial neural networks Roman R.C.; Hernandez O.G.; Urtubia U.A. Article ISI SCOPUS Bioprocess and Biosystems Engineering (2011)
Prediction of Problematic Wine Fermentations Using Artificial Neural Networks A. Urtubia; C. Roman; G. Hernández Article Bioprocess and Biosystems Engineering (2011)
Multivariate Statistic and Pattern Recognition to detect abnormal fermentations in wine process A. Urtubia, M. Emparan; C. Roman, G. Hernández Article Journal of Biotechnology (2010)
Expected transient time and damage spreading for the NER automaton on geometrically connected graphs Hernández G.; Salinas, L. Article ISI SCOPUS PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2006)
Large-scale simulations of a bi-dimensional n-ary fragmentation model Hernández G.; Salinas, L.; Avila, A Article ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2006)
n-ary fragmentation model with nearest point flaw and maximal net force fracture Hernández G.; Salinas, L.; Avila, A Article ISI SCOPUS PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2006)
Large Scale Simulations of a Neural Network Model for the Graph Bisection Problem on Geometrically Connected Graphs Hernández G.; Salinas, L. Article SCOPUS Electronic Notes in Discrete Mathematics (2004)
Two-dimensional model for binary fragmentation process with random system of forces, random stopping and material resistance Hernández G. Article ISI SCOPUS PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2003)
Parallel and distributed simulations and visualizations of the Olami-Feder-Christiensen earthquake model Hernández G. Article ISI SCOPUS PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2002)
Discrete model for fragmentation with random stopping Hernández G. Article ISI SCOPUS PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2001)
Dynamical behavior of Kauffman networks with and-or Gates Goles, E.; Hernández G. Article ISI SCOPUS Journal of Biological Systems (2000)
Cellular Automata for Elementary Image Enhancement Hernández, G.; H.J.Herrmann Article ISI GMIP: Graphical Models and Image Processing (1996)
Discrete Models for 2- and 3-dimensional Fragmentation Hernández, G.; H.J.Herrmann Article ISI Physica A (1995)
Extremal Automata for Image Sharpening Hernández, G.; E. Goles; H.J.Herrmann Article ISI INTERNATIONAL JOURNAL OF MODERN PHYSICS C (1994)
Q2R + Q2R as a Universal Billiard Cordero, P.; E. Goles; G. Hernandez Article ISI INTERNATIONAL JOURNAL OF MODERN PHYSICS C (1992)
Dynamical Neural Schema for Quadratic Discrete Optimization Problems Goles, E.; G. Hernández; M. Matamala Article ISI NEURAL NETWORKS (1988)


Multivariate Statistic and Pattern Recognition Methods to detect abnormal fermentations in wine process Urtubia, A.; Emparan, M; Román C.; Hernández G.; Roger, JM Abstract ISI JOURNAL OF BIOTECHNOLOGY (2010)


A new parallel numerical model for multiple collisions Leon, R; Salinas, L.; Torres C.; Hernández G. ConferencePaper SCOPUS PANACM 2015 - 1st Pan-American Congress on Computational Mechanics, in conjunction with the 11th Argentine Congress on Computational (2015)
High Performance Computing: First HPCLATAM - CLCAR Latin American Joint Conference, CARLA 2014 Valparaiso, Chile, October 20-22, 2014 Proceedings Hernández G.; Hernández C.J.B.; Diaz G.; Garino C.G.; Nesmachnow S.; Pérez-Acle T.; Storti, M; Vazquez, M ConferencePaper SCOPUS Communications in Computer and Information Science (2014)
Visualizations of a n-ary fragmentation process with neighborhood interaction Hernández G.; Fernandez, C.; Leon, R; Salinas, L. ConferencePaper ISI FIRST LATIN AMERICAN SYMPOSIUM ON HIGH ENERGY PHYSICS AND VII MEXICAN SCHOOL OF PARTICLES AND FIELDS (2007)
NER automata dynamics on random graphs Hernández G.; Salinas, L. ConferencePaper ISI RECENT PROGRESS IN COMPUTATIONAL SCIENCES AND ENGINEERING, VOLS 7A AND 7B (2006)
Shiftability and filter bank design using Morlet Wavelet Hernández G.; Mendoza M.; Reusch, B; Salinas, L. ConferencePaper ISI SCCC 2004: XXIV INTERNATIONAL CONFERENCE OF THE CHILEAN COMPUTER SCIENCE SOCIETY (2004)


Selection of Best Papers of CARLA 2014: Latin American High Performance Computing Conference, Valparaíso, Chile Hernández, G. JournalWhole Journal ISI Cluster Computing (2015)