Darius Roman

According to our database, Darius Roman authored at least 5 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Machine Learning Pipeline for Power Electronics State of Health Assessment and Remaining Useful Life Prediction.

Civan Lezgin Kahraman, Darius Roman, Lucas Kirschbaum, David Flynn, Jonathan Swingler

IEEE Access, 2024

2021

Machine learning pipeline for battery state-of-health estimation.

Darius Roman, Saurabh Saxena, Valentin Robu, Michael G. Pecht, David Flynn

Nat. Mach. Intell., 2021

A Machine Learning Degradation Model for Electrochemical Capacitors Operated at High Temperature.

Darius Roman, Saurabh Saxena, Jens Bruns, Valentin Robu, Michael G. Pecht, David Flynn

IEEE Access, 2021

Deep Learning Pipeline for State-of-Health Classification of Electromagnetic Relays.

Lucas Kirschbaum, Darius Roman, Valentin Robu, David Flynn

Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021

2020

AI-Driven Maintenance Support for Downhole Tools and Electronics Operated in Dynamic Drilling Environments.

Lucas Kirschbaum, Darius Roman, Gulshan Singh, Jens Bruns, Valentin Robu, David Flynn

IEEE Access, 2020