Intelligent health monitoring of aerospace composite structures based on dynamic strain measurements. - Theodoros H. Loutas; A. Panopoulou; Dimitrios Roulias; V. Kostopoulos (Expert Syst. Appl., 2012)

Remaining Useful Life Estimation in Rolling Bearings Utilizing Data-Driven Probabilistic E-Support Vectors Regression. - Theodoros H. Loutas; Dimitrios Roulias; George Georgoulas (IEEE Trans. Reliab., 2013)

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)

Valve Failure Prognostics in Reciprocating Compressors Utilizing Temperature Measurements, PCA-Based Data Fusion, and Probabilistic Algorithms. - Theodoros H. Loutas; Nick Eleftheroglou; George Georgoulas; Panagiotis Loukopoulos; David Mba; Ian Bennett (IEEE Trans. Ind. Electron., 2020)

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)

Physics-Informed Bayesian Learning of Electrohydrodynamic Polymer Jet Printing Dynamics. - Athanasios Oikonomou; Theodoros H. Loutas; Dixia Fan; Alysia Garmulewicz; George Nounesis; Santanu Chaudhuri; Filippos Tourlomousis (CoRR, 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)

Similarity learning hidden semi-Markov model for adaptive prognostics of composite structures. - Nick Eleftheroglou; Georgios Galanopoulos; Theodoros H. Loutas (Reliab. Eng. Syst. Saf., 2024)