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José Alberto Guzmán Torres
José Alberto Guzmán Torres
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Effective medium crack classification on laboratory concrete specimens via competitive machine learning
JA Guzmán-Torres, MZ Naser, FJ Domínguez-Mota
Structures 37, 858-870, 2022
242022
A multi-layer approach to classify the risk of corrosion in concrete specimens that contain different additives
JA Guzmán-Torres, FJ Domínguez-Mota, EM Alonso-Guzmán
Case Studies in Construction Materials 15, e00719, 2021
172021
Estimation of the main conditions in (SARS-CoV-2) Covid-19 patients that increase the risk of death using Machine learning, the case of Mexico
JA Guzmán-Torres, EM Alonso-Guzmán, FJ Domínguez-Mota, ...
Results in Physics 27, 104483, 2021
142021
Estimating the flexural strength of concrete using compressive strength as input value in a deep learning model
JA Guzmán-Torres, FJ Domínguez-Mota, EM Alonso-Guzmán
IOP conference series: Materials science and engineering 1150 (1), 012019, 2021
102021
Predicting the compressive strength based in ndt using deep learning
JA Guzmán-Torres, FJ Domínguez-Mota, G Tinoco-Guerrero, ...
Special Publication 350, 90-102, 2021
62021
Data science and machine learning technique for predicting electrical resistivity in recycled concrete with nopal as addition
JA Guzmán-Torres, A Zalapa-Damian, FJ Domínguez-Mota, ...
Advanced Engineering Forum 40, 43-62, 2021
62021
A review of concrete performance employing a starch as addition using several regression techniques
JA Guzmán-Torres, FJ Domínguez-Mota, EMA Guzmán, WM Molina, ...
Advanced Materials Research 1160, 1-14, 2021
62021
El comportamiento del pulso ultrasónico en un concreto de alto desempeño adicionado con un polímero orgánico comparado con un concreto sin adiciones
JAG Torres, EMA Guzmán, FJD Mota, WM Molina, JG Tinoco, MAN Seras
Congreso CONPAT 2019, Tuxtla Gutiérrez, Chiapas, 2019
62019
Solicitaciones mecánicas y estáticas a concreto hidráulico simple elaborado con agregados pétreos redondeados y adicionados con fibras deshidratadas de cactus opuntia
PT No
62015
Damage Detection on Steel-Reinforced Concrete Produced by Corrosion via YOLOv3; A detailed guide
JA Guzmán-Torres, FJ Domínguez-Mota, W Martínez-Molina, MZ Naser, ...
Frontiers in Built Environment 9, 41, 2023
52023
Non-destructive Tests for Estimating the Tensile Strength in Concrete with Deep Learning
JA Guzmán-Torres, CA Júnez-Ferreyra, R Silva-Orozco, ...
RILEM Annual Week 40, 856-866, 2023
52023
Prediction of the tensile strength and electrical resistivity of concrete with organic polymer and their influence on carbonation using data science and a machine learning …
JAG Torres, FJD Mota, EM Alonso-Guzmán, W Martínez-Molina, JGT Ruiz, ...
Key Eng. Mater 862, 72-77, 2020
52020
Effective medium crack classification on laboratory concrete specimens via competitive machine learning, Structures 37 (2022) 858–870
JA Guzmán-Torres, MZ Naser, FJ Domínguez-Mota
5
Effect of the addition of agribusiness and industrial wastes as a partial substitution of portland cement for the carbonation of mortars
W Martinez-Molina, HL Chavez-Garcia, T Perez-Lopez, ...
Materials 14 (23), 7276, 2021
42021
Prediction of the tensile strength and electrical resistivity of concrete with organic polymer and their influence on carbonation using data science and a machine learning …
JA Guzmán-Torres, FJ Domínguez Mota, EMA Guzmán, WM Molina, ...
Key Engineering Materials 862, 72-77, 2020
42020
Modeling Tensile Strength of Concrete Using Support Vector Regression.
JA Guzmán-Torres, FJ Domínguez-Mota, EM Alonso-Guzmán, ...
ACI Materials Journal 119 (3), 2022
32022
A meshless finite difference scheme applied to the numerical solution of wave equation in highly irregular space regions
G Tinoco-Guerrero, H Arias-Rojas, JA Guzmán-Torres, ...
Computers & Mathematics with Applications 136, 25-33, 2023
22023
Numerical solution of density-driven groundwater flows using a generalized finite difference method defined by an unweighted least-squares problem
R Román-Gutiérrez, C Chávez-Negrete, FJ Domínguez-Mota, ...
Frontiers in Applied Mathematics and Statistics, 78, 2022
22022
Análisis de sensibilidad y ciencia de datos de un concreto de alta durabilidad y alto desempeno en infraestructura
JAG Torres
Universidad Michoacana de San Nicolás de Hidalgo, 2020
22020
Scanning electron microscope in rocks and their comparison with physical-mechanical properties
MAN Seras, FJD Mota, EMA Guzmán, WM Molina, HL Chávez-García, ...
Key Engineering Materials 841, 114-118, 2020
22020
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