Structural health monitoring data fusion for in-situ life prognosis of composite structures. - Nick Eleftheroglou; Dimitrios Zarouchas; Theodoros H. Loutas; Rene Alderliesten; Rinze Benedictus (Reliab. Eng. Syst. Saf., 2018)

Health Monitoring of Aerospace Structures Utilizing Novel Health Indicators Extracted from Complex Strain and Acoustic Emission Data. - Georgios Galanopoulos; Dimitrios Milanoski; Agnes Broer; Dimitrios Zarouchas; Theodoros H. Loutas (Sensors, 2021)

A Spatiotemporal Deep Neural Network Useful for Defect Identification and Reconstruction of Artworks Using Infrared Thermography. - Morteza Moradi 002; Ramin Ghorbani; Stefano Sfarra; David M. J. Tax; Dimitrios Zarouchas (Sensors, 2022)

Intelligent health indicator construction for prognostics of composite structures utilizing a semi-supervised deep neural network and SHM data. - Morteza Moradi 002; Agnes Broer; Juan Chiachío; Rinze Benedictus; Theodoros H. Loutas; Dimitrios Zarouchas (Eng. Appl. Artif. Intell., 2023)

A Model-Assisted Probability of Detection Framework for Optical Fiber Sensors. - Francesco Falcetelli; Nan Yue; Leonardo Rossi; Gabriele Bolognini; Filippo Bastianini; Dimitrios Zarouchas; Raffaella Di Sante (Sensors, 2023)

A Comprehensive Study on Measurement Accuracy of Distributed Fiber Optic Sensors Embedded within Capillaries of Solid Structures. - Yuzhe Xiao; Calvin Rans; Dimitrios Zarouchas; Rinze Benedictus (Sensors, 2023)

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)