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Dimitrios Giagopoulos
Dimitrios Giagopoulos
다른 이름Dimitrios Giagopulos, Dimitrios Giagkopoulos
Associate Professor - Dpt. of Mechanical Engineering – Aristotle University of Thessaloniki
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Structural Health Monitoring using deep learning with optimal finite element model generated data
P Seventekidis, D Giagopoulos, A Arailopoulos, O Markogiannaki
Mechanical Systems and Signal Processing 145, 106972, 2020
1632020
Structural health monitoring and fatigue damage estimation using vibration measurements and finite element model updating
D Giagopoulos, A Arailopoulos, V Dertimanis, C Papadimitriou, E Chatzi, ...
Structural Health Monitoring 18 (4), 1189-1206, 2019
932019
A combined finite element and hierarchical Deep learning approach for structural health monitoring: Test on a pin-joint composite truss structure
P Seventekidis, D Giagopoulos
Mechanical Systems and Signal Processing 157, 107735, 2021
762021
Hybrid (numerical-experimental) modeling of complex structures with linear and nonlinear components
D Giagopulos, S Natsiavas
Nonlinear Dynamics 47, 193-217, 2007
642007
Variability of updated finite element models and their predictions consistent with vibration measurements
C Papadimitriou, E Ntotsios, D Giagopoulos, S Natsiavas
Structural Control and Health Monitoring 19 (5), 630-654, 2012
632012
Computational framework for model updating of large scale linear and nonlinear finite element models using state of the art evolution strategy
D Giagopoulos, A Arailopoulos
Computers & Structures 192, 210-232, 2017
522017
Dynamic response and identification of critical points in the superstructure of a vehicle using a combination of numerical and experimental methods
D Giagopoulos, S Natsiavas
Experimental Mechanics 55, 529-542, 2015
392015
Effect of non-linearities in the identification and fault detection of gear-pair systems
D Giagopulos, C Salpistis, S Natsiavas
International Journal of Non-Linear Mechanics 41 (2), 213-230, 2006
372006
Bayesian uncertainty quantification and propagation in nonlinear structural dynamics
D Giagopoulos, DC Papadioti, C Papadimitriou, S Natsiavas
Topics in Model Validation and Uncertainty Quantification, Volume 5 …, 2013
322013
Machine learning based condition monitoring for gear transmission systems using data generated by optimal multibody dynamics models
J Koutsoupakis, P Seventekidis, D Giagopoulos
Mechanical Systems and Signal Processing 190, 110130, 2023
312023
Model error effects in supervised damage identification of structures with numerically trained classifiers
P Seventekidis, D Giagopoulos
Mechanical Systems and Signal Processing 184, 109741, 2023
272023
Computational framework for online estimation of fatigue damage using vibration measurements from a limited number of sensors
D Giagopoulos, A Arailopoulos, V Dertimanis, C Papadimitriou, E Chatzi, ...
Procedia Engineering 199, 1906-1911, 2017
232017
Dynamic and structural integrity analysis of a complete elevator system through a Mixed Computational-Experimental Finite Element Methodology
D Giagopoulos, I Chatziparasidis, NS Sapidis
Engineering Structures 160, 473-487, 2018
212018
Vibration-based damage detection using finite element modeling and the metaheuristic particle swarm optimization algorithm
I Zacharakis, D Giagopoulos
Sensors 22 (14), 5079, 2022
182022
Model-based damage identification with simulated transmittance deviations and deep learning classification
P Seventekidis, D Giagopoulos
Structural Health Monitoring 21 (5), 2206-2230, 2022
162022
Optimal finite element modeling of filament wound CFRP tubes
I Zacharakis, D Giagopoulos, A Arailopoulos, O Markogiannaki
Engineering Structures 253, 113808, 2022
162022
Optimum design of large-scale systems considering material nonlinearities and uncertainties
D Giagopoulos, A Arailopoulos, I Chatziparasidis, NS Sapidis
Computers & Structures 223, 106102, 2019
162019
Optimum design, finite element model updating and dynamic analysis of a full laminated glass panoramic car elevator
D Giagopoulos, I Chatziparasidis
7th European congress on computational methods in applied sciences and …, 2016
142016
AI-based condition monitoring on mechanical systems using multibody dynamics models
J Koutsoupakis, D Giagopoulos, I Chatziparasidis
Engineering Applications of Artificial Intelligence 123, 106467, 2023
122023
Vibration-based damage localization and quantification framework of large-scale truss structures
O Markogiannaki, A Arailopoulos, D Giagopoulos, C Papadimitriou
Structural Health Monitoring 22 (2), 1376-1398, 2023
122023
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