Fuzzy Reliability-Based Optimization for Engineering System Design. - Arinan De P. Dourado; Fran Sérgio Lobato; Aldemir Ap. Cavalini Jr.; Valder Steffen Jr. (Int. J. Fuzzy Syst., 2019)

Physics-Informed Neural Networks for Missing Physics Estimation in Cumulative Damage Models: A Case Study in Corrosion Fatigue. - Arinan De P. Dourado; Felipe Antonio Chegury Viana (J. Comput. Inf. Sci. Eng., 2020)

A survey of modeling for prognosis and health management of industrial equipment. - Yigit A. Yucesan; Arinan De P. Dourado; Felipe A. C. Viana (Adv. Eng. Informatics, 2021)

Early life failures and services of industrial asset fleets. - Arinan De P. Dourado; Felipe Antonio Chegury Viana (Reliab. Eng. Syst. Saf., 2021)

Modeling Engineering Persistence through Expectancy Value Theory and Machine Learning Techniques. - Xiaomei Wang; Arinan De P. Dourado; Pamela Bilo Thomas; Campbell R. Bego (FIE, 2022)

Ensemble of hybrid neural networks to compensate for epistemic uncertainties: a case study in system prognosis. - Arinan De P. Dourado; Felipe A. C. Viana (Soft Comput., 2022)

Early Prediction of First-Term Math Grades using Demographic and Survey Data. - Pamela Bilo Thomas; Arinan De P. Dourado; Campbell R. Bego; Xiaomei Wang (FIE, 2023)

Categorical Variable Coding for Machine Learning in Engineering Education. - Alvin Tran; Christian Zuniga-Navarrete; Luis Javier Segura; Arinan De P. Dourado; Xiaomei Wang; Campbell R. Bego (FIE, 2024)