Forskningsgrupper
Publikasjoner og forskningsresultater
Vitenskapelige publikasjoner
Ben Seghier, Mohamed El Amine; Plevris, V.; Solorzano, German (2022). Using artificial intelligence techniques for the accurate estimation of the ultimate pure bending of steel circular tubes. 8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2022). Conference paper. European Community on Computional Methods in Applied Sciences (ECCOMAS).
Plevris, Vagelis; Solorzano, German; Bakas, Nikolaos P.; Ben Seghier, Mohamed El Amine (2022). Investigation of performance metrics in regression analysis and machine learning-based prediction models. 8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2022). Conference paper. European Community on Computional Methods in Applied Sciences (ECCOMAS).
Solorzano, German; Plevris, Vagelis (2022). ANN-based surrogate model for predicting the lateral load capacity of RC shear walls. 8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2022). Conference paper. European Community on Computional Methods in Applied Sciences (ECCOMAS).
Ramirez, German Solorzano; Plevris, Vagelis (2022). Computational intelligence methods in simulation and modeling of structures: A state-of-the-art review using bibliometric maps. 24 s. Frontiers in Built Environment . Vol. 8.
Ben Seghier, Mohamed El Amine; Plevris, Vagelis; Ramirez, German Solorzano (2022). Random forest-based algorithms for accurate evaluation of ultimate bending capacity of steel tubes. Structures . Vol. 44.
Plevris, Vagelis; Ramirez, German Solorzano (2022). A Collection of 30 Multidimensional Functions for Global Optimization Benchmarking. Data . Vol. 7.
Plevris, Vagelis; Ramirez, German Solorzano (2021). Prediction of the Eigenperiods of MDOF Shear Buildings Using Neural Networks. Papadrakakis, M.; Fragiadakis, Michalis (Red.). Proceedings of the 8th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering. Minisymposia MS 40. s. 3894-3910. European Community on Computional Methods in Applied Sciences (ECCOMAS).
Ramirez, German Solorzano; Plevris, Vagelis (2021). Design of Reinforced Concrete Isolated Footings Under Axial Loading with Artificial Neural Networks. Gauger, Nicolas; Giannakoglou, Kyriakos; Papadrakakis, M.; Periaux, Jacques (Red.). Proceedings of the 14th International Conference on Evolutionary and Deterministic Methods For Design, Optimization and Control. Minisymposia MS 6. s. 118-131. European Community on Computional Methods in Applied Sciences (ECCOMAS).
Plevris, Vagelis; Bakas, Nikolaos P.; Ramirez, German Solorzano (2021). Pure Random Orthogonal Search (PROS): A Plain and Elegant Parameterless Algorithm for Global Optimization. 28 s. Applied Sciences . Vol. 11.
Ramirez, German Solorzano; Plevris, Vagelis (2020). Optimum Design of RC Footings with Genetic Algorithms According to ACI 318-19. 17 s. Buildings . Vol. 10.
