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

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.
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 5 (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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