Résumé - Research

Publications

Book chapters

Guerra, C., Ramos-Grez, J., Setchi, R., Anderson, P., Biyiklioglu, M., La Fe, I. (2024). Influence of Laser Speed and Power on the Magnetic Properties of Fe-50 Wt% Ni Alloy Manufactured by LPBF. In: Scholz, S.G., Howlett, R.J., Setchi, R. (eds) Sustainable Design and Manufacturing 2023. SDM 2023. Smart Innovation, Systems and Technologies, vol 377. Springer, Singapore. https://doi.org/10.1007/978-981-99-8159-5_15.
Díaz-Plaza De Los Reyes, N., Alzugaray-Franz, R., Leal-Muñoz, E., La Fé-Perdomo, I., Ramos-Grez, J., Diez-Cifuentes, E. (2023). "Influence of material properties in milling forces of AISI 316L obtained by L-PBF". In: Vizán Idoipe, A., García Prada, J.C. (eds) Proceedings of the XV Ibero-American Congress of Mechanical Engineering. IACME 2022. Springer, Cham. https://doi.org/10.1007/978-3-031-38563-6_46.
La Fé-Perdomo, I., et al. (2020). “Multi-Objective Approaches Applied to Manufacturing Processes”. Petrova, V. M. (Ed.), Advances in Engineering Research (38), pp: 193-220. New York: Nova Science Publishers.
Quiza, R.; La Fé-Perdomo, I.; Rivas, M.; Ramtahalsing, V. (2020). “Triple Bottom Line-Focused Optimization of Oblique Turning Processes Based on Hybrid Modeling: A Study Case on AISI 1045 Steel Turning”, Handbook of Research on Advancements in Manufacturing, Materials, and Mechanical Engineering, 215-241. https://doi.org/10.4018/978-1-7998-4939-1.ch010.

Journal Publications

La Fé-Perdomo I, Barrionuevo GO, Ramos-Grez JA, Loyola O. (2026). Cluster-driven modeling: Expanding input parameters for predicting relative density in Laser Powder Bed Fusion. Rapid Prototyping Journal. https://doi.org/10.1108/RPJ-08-2025-0374.
La Fé-Perdomo, I., Loyola, O., Barrionuevo, G.O., Ramos-Grez, J.A. (2025). Adiabatic efficiency and mechanical properties optimization for the laser-based powder bed fusion process of 316L stainless steel alloy. Materials Today Communications, 49, 113616. https://doi.org/10.1016/j.mtcomm.2025.113616.
Mullo, J. L., La Fé-Perdomo, I., Ramos-Grez, J., Moreira Romero, Á. F., Ramírez-Albán, A., Yarad-Jácome, M., & Barrionuevo, G. O. (2025). Predicting the Relative Density of Stainless Steel and Aluminum Alloys Manufactured by L-PBF Using Machine Learning. Journal of Manufacturing and Materials Processing, 9(6), 185. https://doi.org/10.3390/jmmp9060185.
Vargas, F., La Fé-Perdomo, I., Ramos-Grez, J.A., Navarrete, I. (2025). Machine Learning-Based Estimation of CO2 Footprint and Environmental-Mechanical Performance of Blended Cement Concrete. Case Studies in Construction Materials. https://doi.org/10.1016/j.cscm.2025.e04741.
Ramos-Grez, J.A, La Fé-Perdomo, I., Calvo-Sofia, S. (2025). Laser bending of wood veneers: Phenomenological and machine-learning approaches case study. Optics & Laser Technology 188, 112925. https://doi.org/10.1016/j.optlastec.2025.112925.
Barrionuevo, G.O., La Fé-Perdomo, I., Ramos-Grez, J.A. (2025). Laser powder bed fusion dataset for relative density prediction of commercial metallic alloys. Sci Data 12, 375. https://doi.org/10.1038/s41597-025-04576-x.
Barrionuevo, G.O., Walczak, M., Mendez, P.F., La Fé-Perdomo, I., Chiluisa-Palomo, E.; Navas-Pinto, W.; Cree, D.E. (2025). Effect of Porosity on Tribological Properties of Medical-Grade 316L Stainless Steel Manufactured by Laser-Based Powder Bed Fusion. Materials 18(3), 568. https://doi.org/10.3390/ma18030568.
Barrionuevo, G.O., La Fé-Perdomo, I., Ramos-Grez, J.A., Walczak, M., Mendez, P.F. (2024). Microstructural differences and mechanical performance of stainless steel 316L conventionally processed versus a selective laser melted. Prog Addit Manuf. https://doi.org/10.1007/s40964-024-00774-y
Barrionuevo, G.O., La Fé-Perdomo, I., Cáceres-Brito, E., Navas-Pinto, W. (2024). "Tensile/Compressive Response of 316L Stainless Steel Fabricated by Additive Manufacturing", Ingenius, Revista de Ciencia y Tecnología 31, pp. 9-18. https://doi.org/10.17163/ings.n31.2024.01.
Arcos, C., Ramos-Grez, J., Sancy, M., La Fé-Perdomo, I., Setchi, R., Guerra, C. (2024). "Suitability of nickel aluminum bronze alloy fabricated by laser powder bed fusion to be used in the marine environment", Corrosion Science, https://doi.org/10.1016/j.corsci.2023.111656.
Quiza Sardiñas, R., Haber Guerra, R. E., Rivas Santana, M., Beruvides López, G., Villalonga Jaén, A., La Fé Perdomo, I., … del Risco Alfonso, R. (2023). Herramientas inteligentes para el acercamiento de los procesos de fabricación mecánica al paradigma de Industria 4.0. Anales De La Academia De Ciencias De Cuba, 13(3), e1466. Recuperado a partir de https://revistaccuba.sld.cu/index.php/revacc/article/view/1466.
La Fé-Perdomo, I., Ramos-Grez, J.A., Quiza, R., Jeria, I., Guerra, C. (2023). "A novel optimization framework for minimizing the surface roughness while increasing the material processing rate in the SLM process of 316L stainless steel", Rapid Prototyping Journal 29 (10), pp. 2216-2231. https://doi.org/10.1108/RPJ-11-2022-0390.
La Fé-Perdomo, I., Ramos-Grez, J.A., Jeria, I., Guerra, C., Zambrano, P. (2023). "Simultaneous Optimization of Surface Roughness and Mechanical Properties of 316L Produced by LB–PBF Using Grey Relational Analysis Complemented by Residual Stress Analysis", Arab J Sci Eng. https://doi.org/10.1007/s13369-023-08215-8.
Navarrete, I., La Fé-Perdomo, I., Ramos-Grez, J.A., Lopez, M. (2023). "Predicting the evolution of static yield stress with time of blended cement paste through a machine learning approach", Construction and Building Materials 371, 130632. https://doi.org/10.1016/j.conbuildmat.2023.130632.
La Fé-Perdomo, I., Ramos-Grez, J.A., Mujica, R., Rivas, M. (2023). “Surface roughness Ra prediction in Selective Laser Melting of 316L stainless steel by means of artificial intelligence inference”, Journal of King Saud University - Engineering Sciences 35 (2), pp. 148-156. https://doi.org/10.1016/j.jksues.2021.03.002.
Guerra, C., Ramos-Grez, J.A., La Fé-Perdomo, I., Castillo, A., Walczak, M. (2023). "Applicability of LPBF for producing Cu-11Al-5Ni-4Fe wt.% with shape memory properties", Smart Materials and Structures 32 (4), p. 10. https://doi.org/10.1088/1361-665X/acbdd5.
Guerra, C., Ramos-Grez, J.A., La Fé-Perdomo, I., Castillo, A., Walczak, M. (2023). "Microstructure and Mechanical Properties of Cu-11Al-5Ni-4Fe wt% Manufactured by LPBF", Metals 13 (3), 459. https://doi.org/10.3390/met13030459.
La Fé-Perdomo, I., Ramos-Grez, J.A. (2023). "An insight into adiabatic efficiency hybrid modeling in Laser-Based Powder Bed Fusion of 316L stainless steel", Optics & Laser Technology 161, 109203. https://doi.org/10.1016/j.optlastec.2023.109203.
La Fé-Perdomo, I., Ramos-Grez, J.A., Jeria, I., Guerra, C., and Barrionuevo, G.O. (2022). "Comparative analysis and experimental validation of statistical and machine learning-based regressors for modeling the surface roughness and mechanical properties of 316L stainless steel specimens produced by Selective Laser Melting", Journal of Manufacturing Processes 80, pp. 666-682. https://doi.org/10.1016/j.jmapro.2022.06.021.
Ramos-Grez, J.A., La Fé-Perdomo, I., Larraín, T. (2022). "Analytical and Machine Learning-based approaches to estimate the steady-state temperature limit on the surface of Cu powder beds when heated by a concentrated laser energy source", Journal of Manufacturing Processes 76, pp. 758-770. https://doi.org/10.1016/j.jmapro.2022.02.049.
Barrionuevo, G.O., Ramos-Grez, J.A., Walczak, M., La Fé-Perdomo, I. (2021). "Numerical analysis of the effect of processing parameters on the microstructure of stainless steel 316L manufactured by laser-based powder bed fusion", Materials Today: Proceedings 59 (Part 1), pp. 93-100. https://doi.org/10.1016/j.matpr.2021.10.209.
La Fé-Perdomo, I., Ramos-Grez, J.A., Beruvides, G. and Mujica, R.A. (2021). "Selective laser melting: lessons from medical devices industry and other applications", Rapid Prototyping Journal 27 (10), pp. 1801-1830. https://doi.org/10.1108/RPJ-07-2020-0151.
Feller, J., Mac Cawley, A.F., Ramos-Grez, J.A., La Fé-Perdomo, I. (2021). "Determining optimal laser-beam cutting equipment investment through a robust optimization modeling approach", PLoS ONE 16(7): e0254893. https://doi.org/10.1371/journal.pone.0254893.
Löhr, C., La Fé-Perdomo, I., Ramos-Grez, J.A., Calvo, J. (2021). “Kerf profile analysis and neural network-based modeling of increasing thickness PMMA sheets cut by CO2 laser”, Optics & Laser Technology 144, 107386. https://doi.org/10.1016/j.optlastec.2021.107386.
La Fé, I., Quiza, R., Haeseldonckx, D., Rivas, M. (2019). "Sustainability-focused multi-objective optimization of a turning process", International Journal of Precision Engineering and Manufacturing-Green Technology 7, 1009-1018. https://doi.org/10.1007/s40684-019-00122-4.
Pérez, T., Cruz, Y.J., La Fé, I., Quiza, R. (2019). "Biblioteca de clases para optimización multiobjetivo mediante el método de entropía cruzada", Revista Cubana de Ciencias Informáticas 13 (1) pp. 90-104.
La Fé, I., Beruvides, G.., Quiza, R., Haber, R.E., Rivas, M. (2019). "Automatic selection of optimal parameters based on simple soft computing methods. A case study on micro-milling processes", IEEE Transactions on Industrial Informatics 15 (2), pp. 800-811. https://doi.org/10.1109/TII.2018.2816971.
La Fé, I., Quiza, R., Rivas, M., Ramtahalsing, V. (2018). "Hybrid modelling and optimization of the oblique cutting of AISI 1045 steel", International Journal of Manufacturing, Materials, and Mechanical Engineering 8(4) pp. 1-22. https://doi.org/10.4018/IJMMME.2018100101.
La Fé, I., Quiza, R., Rivas, M. (2018). "Multi-passes turning optimization for sustainable productions by using genetic algorithm and particle swarm heuristics", DYNA 85 (204), pp. 59-64. https://doi.org/10.15446/dyna.v85n204.68623.
La Fé, I., Cannavacciolo, C., Rivas, M., Quiza, R. (2017). "Influencia de los modelos de fricción en la simulación por elementos finitos del microfresado de Ti6Al4V", Revista Iberoamericana de Ingeniería Mecánica 21 (2) pp. 21-30.
La Fé, I., Rivas, M., Quiza, R., Zambrano-Robledo, P. (2017). "Optimización multiobjetivo de la soldadura automática bajo fundente del acero JIS 3116", Ingeniería Mecánica 20 (2), pp. 77-82.

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