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ORCIDDimitrios Zarouchas
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2020 – today
- 2026
[j10]Morteza Moradi
, Juan Chiachío, Dimitrios Zarouchas:
Health indicator modeling leveraging time-independent and time-dependent subtasks with adaptive standardization and physics-based Bayesian optimization for aeronautical structures. Eng. Appl. Artif. Intell. 163: 112767 (2026)- 2025
- [j9]Morteza Moradi, Panagiotis Komninos, Dimitrios Zarouchas:
Constructing explainable health indicators for aircraft engines by developing an interpretable neural network with discretized weights. Appl. Intell. 55(2): 143 (2025) - [j8]Panagiotis Komninos, Dimitrios Zarouchas:
A framework for post-prognosis decision-making utilizing deep reinforcement learning considering imperfect maintenance decisions and Value of Information. Array 27: 100454 (2025) - [j7]Panagiotis Komninos, Georgios Galanopoulos, Thanos Kontogiannis, Nick Eleftheroglou, Dimitrios Zarouchas:
A Bayesian inference-based framework for modeling imperfect post-repair behavior of remaining useful life under uncertainty. Expert Syst. Appl. 288: 127723 (2025) - 2023
- [j6]Morteza Moradi, Agnes Broer, Juan Chiachío, Rinze Benedictus, Theodoros H. Loutas, Dimitrios Zarouchas:
Intelligent health indicator construction for prognostics of composite structures utilizing a semi-supervised deep neural network and SHM data. Eng. Appl. Artif. Intell. 117(Part): 105502 (2023) - [j5]Francesco Falcetelli, Nan Yue, Leonardo Rossi, Gabriele Bolognini, Filippo Bastianini, Dimitrios Zarouchas, Raffaella Di Sante:
A Model-Assisted Probability of Detection Framework for Optical Fiber Sensors. Sensors 23(10): 4813 (2023) - [j4]Yuzhe Xiao, Calvin Rans, Dimitrios Zarouchas, Rinze Benedictus:
A Comprehensive Study on Measurement Accuracy of Distributed Fiber Optic Sensors Embedded within Capillaries of Solid Structures. Sensors 23(19): 8083 (2023) - 2022
- [j3]Morteza Moradi, Ramin Ghorbani, Stefano Sfarra, David M. J. Tax, Dimitrios Zarouchas:
A Spatiotemporal Deep Neural Network Useful for Defect Identification and Reconstruction of Artworks Using Infrared Thermography. Sensors 22(23): 9361 (2022) - 2021
- [j2]Georgios Galanopoulos, Dimitrios Milanoski, Agnes Broer, Dimitrios Zarouchas, Theodoros H. Loutas:
Health Monitoring of Aerospace Structures Utilizing Novel Health Indicators Extracted from Complex Strain and Acoustic Emission Data. Sensors 21(17): 5701 (2021)
2010 – 2019
- 2018
- [j1]Nick Eleftheroglou, Dimitrios Zarouchas, Theodoros H. Loutas, Rene Alderliesten, Rinze Benedictus:
Structural health monitoring data fusion for in-situ life prognosis of composite structures. Reliab. Eng. Syst. Saf. 178: 40-54 (2018)
Coauthor Index
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