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)

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)