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Alejandro E. Rodríguez-Sánchez
Alejandro E. Rodríguez-Sánchez
Dirección de correo verificada de up.edu.mx
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Numerical analysis of energy absorption in expanded polystyrene foams
AE Rodríguez-Sánchez, H Plascencia-Mora, ER Ledesma-Orozco, ...
Journal of Cellular Plastics, 0021955X19880506, 2019
192019
Part distortion optimization of aluminum-based aircraft structures using finite element modeling and artificial neural networks
AE Rodríguez-Sánchez, E Ledesma-Orozco, S Ledesma
CIRP Journal of Manufacturing Science and Technology, 1-12, 2020
182020
An optimization of part distortion for a structural aircraft wing rib: an industrial workflow approach
L Barcenas, E Ledesma-Orozco, S Van-der-Veen, F Reveles-Arredondo, ...
CIRP Journal of Manufacturing Science and Technology, 2020
162020
A machine learning approach to estimate the strain energy absorption in expanded polystyrene foams
AE Rodríguez-Sánchez, H Plascencia-Mora
Journal of Cellular Plastics, 1-29, 2021
132021
Application of artificial neural networks to map the mechanical response of a thermoplastic elastomer
AE Rodríguez-Sánchez, E Ledesma-Orozco, S Ledesma, A Vidal-Lesso
Materials Research Express 6 (7), 075320, 2019
132019
The use of neural networks and nonlinear finite element models to simulate the temperature-dependent stress response of thermoplastic elastomers
AE Rodríguez-Sánchez, S Ledesma, A Vidal-Lesso, E Ledesma-Orozco
Proceedings of the Institution of Mechanical Engineers, Part L: Journal of …, 2019
62019
Modeling hysteresis in expanded polystyrene foams under compressive loads using feed-forward neural networks
AE Rodríguez-Sánchez, H Plascencia-Mora
Journal of Cellular Plastics, 2023
52023
An Artificial Neural Networks approach to predict low-velocity impact forces in an elastomer material
AE Rodríguez-Sánchez
SIMULATION, 1-13, 2020
42020
Numerical analysis of wood-high-density polyethylene composites: A hyperelastic approach
AE Rodríguez-Sánchez, A Vega-Rios, SG Flores-Gallardo, ...
Journal of Composite Materials 53 (1), 73-82, 2019
42019
Modeling Nonlinear Compressive Stress Responses in Closed-Cell Polymer Foams Using Artificial Neural Networks: A Comprehensive Case Study
AE Rodríguez-Sánchez
Machine Learning in Materials Informatics: Methods and Applications 1, 87-109, 2022
32022
Neural networks-based modeling of compressive stress in expanded polystyrene foams: A focus on bead size parameters
MI Pech-Mendoza, AE Rodríguez-Sánchez, H Plascencia-Mora
Proceedings of the Institution of Mechanical Engineers, Part L: Journal of …, 2024
12024
A numerical study of the effect of the thickness parameter on machining distortion for aluminum alloy plates
AE Rodríguez-Sánchez, E Ledesma-Orozco, L Barcenas
Engineering Research Express, 2021
12021
La posibilidad de explicación científica a partir de modelos basados en redes neuronales artificiales
AE Rodríguez-Sánchez
Revista Colombiana de Filosofía de la Ciencia 24 (48), 2024
2024
Neural network-driven interpretability analysis for evaluating compressive stress in polymer foams
AE Rodríguez-Sánchez, H Plascencia-Mora, M Acevedo
Journal of Cellular Plastics, 2024
2024
Neural Networks Modeling of Strain Energy Density and Tsai-Wu Index in Laminated Composites
E Ledesma-Orozco, J Galvis-Chacón, AE Rodríguez-Sánchez
Journal of Composite Materials, 2024
2024
Modeling of Compressive Stress in AlSi10Mg Alloys Using Feed-forward Neural Networks
AE Rodríguez-Sánchez, M Acevedo-Alvarado
Engineering Research Express, 2024
2024
The possibility of scientific explanation from models based on artificial neural networks
AE Rodríguez-Sánchez
Revista Colombiana de Filosofía de la Ciencia 24 (48), 161-194, 2024
2024
La inteligencia artificial y sus modelos de redes neuronales
AE Rodríguez-Sánchez
https://doi.org/10.5281/zenodo.10552522, 2024
2024
Metamodelo para el índice de Tsai Wu en materiales compuestos laminados usando redes neuronales artificiales
JC Galvis-Chacón, AE Rodríguez-Sánchez, E Ledesma-Orozco
Memorias del XXIX Congreso Internacional Anual de la SOMIM 20 2 (Manufactura …, 2023
2023
Redes neuronales artificiales: principios y aplicaciones
AE Rodríguez-Sánchez
ISBN 978-607-29-4582-1, 2023
2023
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Artículos 1–20