Katharina Rombach received the master‘s degree in mechanical engineering from ETH Zurich, where she is currently working toward the Ph.D. degree in the field of prognostics and health management. Motivated by the challenges of real applications, her research interests include fault detection, and diagnostics and prognostics of complex industrial assets with a particular interest in domain generalization.