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Claudio Esteban Torres López

Profesor

Universidad Técnica Federico Santa María

Valparaíso, Chile

Computación Científica; Álgebra Lineal Numérica; Matemáticas Aplicadas; Modelado Computacional; HPC

Informática, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2004
Informática, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2007
Applied Mathematics, UNIVERSITY OF DELAWARE. Estados Unidos, 2010
Applied Mathematics, UNIVERSITY OF DELAWARE. Estados Unidos, 2012
Ingeniero Civil en Informática, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2007

Profesor Auxiliar Full Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Valparaíso, Chile

2012 - A la fecha

Profesor Full Time

Universidad Técnica Federico Santa María

Valparaíso, Chile

2012 - A la fecha

Master's Thesis
A CONSTRUCTIVE SEARCH METHOD USING SELECTION BASED ON DIVERSITY. Magister en Ciencias de a Ingeniería Informática, Francisco Casas, 2021.
Advisor: Claudio Torres
Co-Advisor: Ignacio Araya

Undergraduate thesis
Generación Computacional De Cadenas De Polímeros, Ingeniero Civil en Informática, Pablo Ibarra. 2019.
Advisor: Claudio Torres.

Undergraduate thesis
Diseño e Implementación de una Red Generativa Adversaria para la Creación Computacional de Imágenes de Rostros Humanos, Ingeniero Civil en Informática, Francisco Tobar, 2019.
Advisor: Claudio Torres

Undergraduate thesis
Cálculo De Índice De Riesgo De Incendios Utilizando Variables Meteorológicas, Ingeniero Civil en Informática, Rodolfo Castillo, 2019.
Advisor: Claudio Torres

Undergraduate thesis
Acceleration Of The Kalman Filter Algorithm For The Clas12 Event Reconstruction Software, Ingeniero Civil en Informática, Bruno Benkel, 2019.
Advisor: Claudio Torres

Undergraduate thesis
Obtención De Información Mediante El Procesamiento De Imágenes Capturadas Por Vehículos No Tripulados, Para Análisis y Uso en la Agricultura, Ingeniero Civil en Informática, Ian Zamorano, 2019.
Advisor: Claudio Torres

Master's Thesis
Implementación en GPU de un método de volumenes finítos para la simulación numérica de Tsunamis, Magister en Ciencias de a Ingeniería Informática, Sergio Rojas, 2019.
Advisor: Luis Salinas
Co-Advisor: Claudio Torres

Master's Thesis
A Computational Framework for Structural Analysis of Astronomical Molecular Clouds, Martín Villanueva, 2019.
Advisor: Claudio Torres
Co-Advisor: Mauricio Araya

Master's Thesis
A High Performance GPU Implementation of the Lattice Boltzmann Method with Open Boundary Conditions for Solving the Shallow Water Equations in Real Scenarios, Magister en Ciencias de a Ingeniería Informática, Álvaro Salinas, 2019.
Advisor: Claudio Torres
Co-Advisor: Orlando Ayala

Master's Thesis
Analysis of 2D and 3D Models for Grain Growth in Polycrystalline Materials, Magister en Ciencias de a Ingeniería Informática, Alejandro Sazo, 2018.
Advisor: Claudio Torres

Undergraduate thesis
Nuevo Algoritmo Para La Atribución De Autores Basado En N-Gramas, Ingeniero Civil en Informática, Loreto Godoy, 2018.
Advisor: Claudio Torres

Ph.D. Thesis
Development of forecasting heterogeneous algorithms in high-frequency time series, Doctorado en Ciencias de la Ingeniería Informática, César Fernández, 2018.
Advisor: Luis Salinas
Co-Advisor: Claudio Torres

Undergraduate thesis
Diseño e Implementación De Un Algoritmo Incremental Para La Ubicación De Instalaciones De Biogás, Ingeniero Civil en Informática, Francisco Casas, 2018.
Advisor: Claudio Torres

Undergraduate thesis
Diseño E Implementación En Cuda De Algoritmo Matrix-Free Para Minimizar El Residuo De Sistemas De Ecuaciones No Lineales Sobredeterminados, Ariel Sanhueza, 2017.
Advisor: Claudio Torres

Ph.D. Thesis
A Computational Method for Segmentation of Histopathological Images with HER2 Overexpression, Doctorado en Ciencias de la Ingeniería Informática, Raquel Pezoa, 2017.
Advisor: Luis Salinas
Co-Advisor: Claudio Torres

Undergraduate thesis
Implementación en GPU de un modelo de creciemiento de granos en 2D, César Muñoz, 2017.
Advisor: Claudio Torres

Undergraduate thesis
Identificacion de Clumps en Nubes Moleculares: Un Enfoque Desde el Ca?lculo Variacional, Ingeniero Civil en Informática, Martín Villanueva, 2016.
Advisor: Claudio Torres

Undergraduate thesis
Detección de plagio, Ingeniero Civil en Informática, Pablo Reyes, 2016.
Advisor: Claudio Torres

Undergraduate thesis
A Mathematical and Computational Model for Multiple Collisions of Rigid Bodies: An Extension of A-CD2 Method, Doctorado en Ciencias de la Ingeniería Informática, Roberto León, 2016.
Advisor: Luis Salinas
Co-Advisor: Claudio Torres

Undergraduate thesis
Implementación en GPU de una aproximación numérica del método de Lattice Boltzmann para la aproximación de las Shallow Water Equations, Ingeniero Civil en Informática, Álvaro Salinas, 2016.
Advisor: Claudio Torres
Co-Advisor: Orlando Ayala

Undergraduate thesis
Implementación Numérica-Computacional Avanzada en GPU y Análisis de un Modelo 2D Acoplado de Grain Growth, Ingeniero Civil en Informática, Alejandro Sazo, 2016.
Advisor: Claudio Torres

Undergraduate thesis
Compresión Fractal de datos aplicada a señales de audio, Magister en Ciencias de a Ingeniería Informática, Gabriel Zamora, 2014.
Advisor: Luis Salinas
Co-Advisor: Claudio Torres


2D Simplified Wildfire Spreading Model in Python: From NumPy to CuPy San Martin, Daniel; Torres, Claudio E. Article (2023)
Uncertainty estimation in the classification of histopathological images with HER2 overexpression using Monte Carlo Dropout Borquez, Sebastian; Pezoa, Raquel; Salinas, Luis; Torres, Claudio E. Article ISI BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2023)
A heuristic search based on diversity for solving combinatorial problems Casas, Francisco; Torres, Claudio E.; Araya, Ignacio Article JOURNAL OF HEURISTICS (2022)
A fast and efficient integration of boundary conditions into a unified CUDA Kernel for a shallow water solver lattice Boltzmann Method Salinas Á.; Torres C.; Ayala O. Article ISI SCOPUS (2020)
A meta extreme learning machine method for forecasting financial time series Fernandez, C; Salinas, L; Torres, CE Article ISI SCOPUS APPLIED INTELLIGENCE (2019)
A vertex model of recrystallization with stored energy implemented in GPU Sazo, AHJ; Torres, CE; Emelianenko, M; Golovaty, D Article ISI SCOPUS MATERIALS RESEARCH EXPRESS (2019)
Evolution of two-dimensional grain boundary networks implemented in GPU Sazo, AHJ; Ibarra, SP; Sanhueza, RA; Casas, FJA; Torres, CE; Emelianenko, M; Golovaty, D Article ISI SCOPUS COMPUTATIONAL MATERIALS SCIENCE (2019)
HDMClouds: a hierarchical decomposition of molecular clouds based on Gaussian mixtures Villanueva, M; Araya, M; Torres, CE; Amigo, P Article ISI SCOPUS MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY (2019)
Well-balanced open boundary condition in a lattice Boltzmann model for shallow water with arbitrary bathymetry Salinas, Álvaro; Torres, Claudio E.; Ayala, Orlando Article ISI SCOPUS COMPUTER PHYSICS COMMUNICATIONS (2018)
A Boltzmann-type kinetic model for misorientation distribution functions in two-dimensional fiber-texture polycrystalline grain growth Yegorov I.; Torres C.E.; Emelianenko, M Article ISI SCOPUS Acta Materialia (2016)
A Boltzmann-type kinetic model for misorientation distribution functions in two-dimensional fiber-texture polycrystalline grain growth Yegorov, I.; Torres, C.E.; Emelianenko, M. Article ACTA MATERIALIA (2016)
Segmentation of HER2 protein overexpression in immunohistochemically stained breast cancer images using Support Vector Machines Pezoa, Raquel; Salinas, Luis; Torres, Claudio; H?rtel, Steffen; Maureira-Fredes, Cristi?n; Arce, Paola Article ISI SCOPUS VIII INTERNATIONAL CONGRESS OF ENGINEERING PHYSICS (2016)
Numerical Analysis of the Vertex Models for Simulating Grain Boundary Networks C. E. Torres; M. Emelianenko; D. Golovaty; D. Kinderlehrer; S. Ta'asan Article SIAM J. Appl. Math. (2015)
NUMERICAL ANALYSIS OF THE VERTEX MODELS FOR SIMULATING GRAIN BOUNDARY NETWORKS Torres, CE; Emelianenko, M; Golovaty, D; Kinderlehrer D; Ta'asan, S Article ISI SCOPUS SIAM Journal on Applied Mathematics (2015)
Analysis and parallel implementation of a forced N-body problem C.E. Torres; H. Parishani; O. Ayala; L.F. Rossi; L.-P. Wang Article Journal of Computational Physics (2013)
Analysis and parallel implementation of a forced N-body problem Torres, CE; Parishani, H; Ayala O.; Rossi, LF; Wang, LP Article ISI SCOPUS Journal of Computational Physics (2013)
Slime mold inspired routing protocols for wireless sensor networks Ke Li; Claudio E. Torres; Kyle Thomas; Louis F. Rossi; Chien-Chung Shen Article Swarm Intelligence (2011)
Towards an integrated multiscale simulation of turbulent clouds on PetaScale computers Wang, Lian-Ping; Ayala, Orlando; Parishani, Hossein; Grabowski, Wojciech W.; Wyszogrodzki, Andrzej A.; Piotrowski, Zbigniew; Gao, Guang R.; Kambhamettu, Chandra; Li, Xiaoming; Rossi, Louis; Orozco, Daniel; Torres, Claudio; Bajer, K; Kopec, J; Kursa, M; Kwiatkowski, K; Podziemski, P Article ISI VIII INTERNATIONAL CONGRESS OF ENGINEERING PHYSICS (2011)
Modeling, analysis and simulation of ant-based network routing protocols Claudio E. Torres; Louis F. Rossi; Jeremy Keffer; Ke Li; Chien-Chung Shen Article Swarm Intelligence (2010)
Fast radial basis function interpolation with Gaussians by localization and iteration Torres, Claudio E.; Barba, L.A. Article Journal of Computational Physics (2009)
Naturally Adaptive Protocol for Wireless Sensor Networks Based on Slime Mold Li, Ke; Thomas, Kyle; Torres, Claudio E.; Rossi, Louis F.; Shen, Chien-Chung; IEEE Article ISI SASO: 2009 3RD IEEE INTERNATIONAL CONFERENCE ON SELF-ADAPTIVE AND SELF-ORGANIZING SYSTEMS (2009)


Explainability of High Energy Physics events classification using SHAP Pezoa, Raquel; Salinas, Luis; Torres, Claudio E. ConferencePaper (2023)
A computational model for multiple collisions of rigid bodies: An extension of A-CD2 method LeÃ³n R.; Salinas L.; Torres C.E. ConferencePaper SCOPUS Proceedings of the 6th European Conference on Computational Mechanics: Solids, Structures and Coupled Problems, ECCM 2018 and 7th European Conference on Computational Fluid Dynamics, ECFD 2018 (2020)
Computational Generation of Polymer Chains Pablo I.S.; Claudio E.T.; Alejandro A.P. ConferencePaper SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2019)
Exploring a Spectral Numerical Algorithm for Solving a Wildfire Mathematical Model Martin D.S.; Torres C.E. ConferencePaper SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2019)
A matrix-free algorithm based on Newton's method for overdetermined nonlinear system of equations Ariel S.; Torres C.E. ConferencePaper SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2018)
An implicit-transition model for numerical simulation of 3D grain growth Sazo A.H.J.; Torres C.E. ConferencePaper SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2018)
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)
Multi-OctConv: Reducing Memory Requirements in Image Generative Adversarial Networks Tobar, Francisco; Torres, Claudio E. ConferencePaper
Ngen-Kütral: Toward an Open Source Framework for Chilean Wildfire Spreading San Martín, Daniel; Torres, Claudio E. ConferencePaper


A PARALLEL IMPLEMENTATION OF A NEW FULLY COUPLED 2D GRAIN GROWTH MODEL FONDECYT (11160744) Proyecto 2016-2018 Inv. Responsable
GEOMETRIC FUNCTION THEORY AND COMPUTATIONAL METHODS FONDECYT (1150810) Proyecto 2015-2018 Coinvestigador(a)
Diseño e implementación de una base de datos de predicción de tsunamis para la costa chilena utilizando modelación computacional de alto rendimiento FONDEF (D11I1119) Proyecto 2013-2016 Investigador(a)