A framework for post-prognosis decision-making utilizing deep reinforcement learning considering imperfect maintenance decisions and Value of Information. - Panagiotis Komninos; Dimitrios Zarouchas (Array, 2025)

A Bayesian inference-based framework for modeling imperfect post-repair behavior of remaining useful life under uncertainty. - Panagiotis Komninos; Georgios Galanopoulos; Thanos Kontogiannis; Nick Eleftheroglou; Dimitrios Zarouchas (Expert Syst. Appl., 2025)

Constructing explainable health indicators for aircraft engines by developing an interpretable neural network with discretized weights. - Morteza Moradi 002; Panagiotis Komninos; Dimitrios Zarouchas (Appl. Intell., 2025)