Darius Roman

Publication Activity (10 Years)

Years Active: 2020-2021
Publications (10 Years): 5

Top Topics

Machine Learning

Enabling Technologies

State Estimation

Top Venues

Nat. Mach. Intell.

Publications

Lucas Kirschbaum, Darius Roman, Valentin Robu, David Flynn
Deep Learning Pipeline for State-of-Health Classification of Electromagnetic Relays. ISIE (2021)
Darius Roman, Saurabh Saxena, Jens Bruns, Valentin Robu, Michael G. Pecht, David Flynn
A Machine Learning Degradation Model for Electrochemical Capacitors Operated at High Temperature. IEEE Access 9 (2021)
Darius Roman, Saurabh Saxena, Valentin Robu, Michael G. Pecht, David Flynn
Machine learning pipeline for battery state-of-health estimation. Nat. Mach. Intell. 3 (5) (2021)
Darius Roman, Saurabh Saxena, Valentin Robu, Michael G. Pecht, David Flynn
Machine learning pipeline for battery state of health estimation. CoRR (2021)
Lucas Kirschbaum, Darius Roman, Gulshan Singh, Jens Bruns, Valentin Robu, David Flynn
AI-Driven Maintenance Support for Downhole Tools and Electronics Operated in Dynamic Drilling Environments. IEEE Access 8 (2020)