Publications by the researcher in collaboration with Alejandro Mateo Hernández Díaz (8)

2024

  1. Machine Learning as Applied to Shape Parameterization of Submerged Arch Structures

    Lecture Notes in Computer Science. . International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2024 (10th. 2024. Portugal)

  2. Machine learning as alternative strategy for the numerical prediction of the shear response in reinforced and prestressed concrete beams

    Results in Engineering, Vol. 22

2023

  1. Improving numerical methods for the steel yield strain calculation in reinforced concrete members with Machine Learning algorithms

    Expert Systems with Applications, Vol. 225

2022

  1. Analysis of elliptic curves in themulti-objective optimal design of submerged arches using shape parameterization

    Congress on Numerical Methods in Engineering CMN 2022 (2022. Las Palmas de Gran Canaria)

  2. Hybridizing machine learning with metaheuristics for preventing convergence failures in mechanical models based on compression field theories

    Applied Soft Computing, Vol. 130

2021

  1. Memetic coral reefs optimization algorithms for optimal geometrical design of submerged arches

    Swarm and Evolutionary Computation, Vol. 67

  2. Optimum Shape Design of Geometrically Nonlinear Submerged Arches Using the Coral Reefs Optimization with Substrate Layers Algorithm

    Applied Sciences, Vol. 11, Núm. 13, pp. 5862

2020

  1. Submerged Arches Optimal Design with a Multi-Method Ensemble Meta-Heuristic Approach

    IEEE Access, Vol. 8, pp. 215057-215072