Dr. Arinan Dourado

Asst (Teaching) Professor

Arinan Dourado, Ph.D., is an Assistant (Teaching) Professor of Mechanical Engineering at the University of Louisville. 

Prior to joining UofL, he worked as a Lecturer at the Polytechnic Faculty of Uberlandia (UNA - Brazil) from 2016 to 2018, and as an Instructor in Aerospace Engineering at the University of Central Florida (2019-2021). Additionally to his teaching activities at the University of Central Florida, Dr. Dourado was also a research scientist working on developing and applying physics-informed neural networks for anomaly detection and prediction in the health management of large industrial equipment. The main theme of his research is the use of interpretable machine learning tools to identify and compensate for uncertain and/or unexpected effects in engineering systems response. 

Education

  • B.S. in Chemical Engineering, Federal University of Uberlandia, 2011
  • M.S. in Chemical Engineering, Federal University of Uberlandia, 2013
  • Ph.D. in Mechanical Engineering, Federal University of Uberlandia, 2018
  • Ph.D. in Mechanical Engineering, University of Central Florida, 2021

Publications

A Non-Stationary Uncertainty Model and Bayesian Calibration of Strain-Life Models- 2021
Learn More

More about Dr. Arinan Dourado