| 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 | 119 | 2020 |
| 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 | 78 | 2019 |
| 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 | 63 | 2012 |
| Hybrid (numerical-experimental) modeling of complex structures with linear and nonlinear components D Giagopulos, S Natsiavas Nonlinear Dynamics 47, 193-217, 2007 | 59 | 2007 |
| 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 | 57 | 2021 |
| 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 | 45 | 2017 |
| 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 | 37 | 2015 |
| 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 | 37 | 2006 |
| 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 | 32 | 2013 |
| 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 | 21 | 2018 |
| 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 | 21 | 2017 |
| 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 | 17 | 2023 |
| Optimum design of large-scale systems considering material nonlinearities and uncertainties D Giagopoulos, A Arailopoulos, I Chatziparasidis, NS Sapidis Computers & Structures 223, 106102, 2019 | 13 | 2019 |
| 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 | 12 | 2023 |
| Optimal finite element modeling of filament wound CFRP tubes I Zacharakis, D Giagopoulos, A Arailopoulos, O Markogiannaki Engineering Structures 253, 113808, 2022 | 12 | 2022 |
| 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 | 12 | 2016 |
| Model-based damage identification with simulated transmittance deviations and deep learning classification P Seventekidis, D Giagopoulos Structural Health Monitoring 21 (5), 2206-2230, 2022 | 11 | 2022 |
| Nonlinear constitutive force model selection, update and uncertainty quantification for periodically sequential impact applications A Arailopoulos, D Giagopoulos Nonlinear Dynamics 99 (4), 2623-2646, 2020 | 11 | 2020 |
| Finite element model updating techniques of complex assemblies with linear and nonlinear components A Arailopoulos, D Giagopoulos Model Validation and Uncertainty Quantification, Volume 3: Proceedings of …, 2016 | 11 | 2016 |
| Structural integrity analysis and optimization of an elevator frame, through fe modeling and experimental tests D Giagopoulos, I Chatziparasidis, NS Sapidis Proceedings of the COMPDYN, 25-27, 2015 | 10 | 2015 |
Sotirios NatsiavasProfessor of Dynamics and Vibration, Aristotle UniversityVerified email at auth.gr
