Nasar, Lareb, Dixon, Harriet Grace, Drosopoulos, Georgios ORCID: 0000-0002-4252-6321 and Asimakopoulou, Eleni ORCID: 0000-0001-5644-1372 (2024) Application of machine learning techniques to predict fire development in an ISO 9705 room. Journal of Physics: Conference Series, 2885 (1). ISSN 1742-6596
Mouratidou, Aliki D., Drosopoulos, Georgios ORCID: 0000-0002-4252-6321 and Stavroulakis, Georgios E. (2024) Ensemble of physics-informed neural networks for solving plane elasticity problems with examples. Acta Mechanica, 235 . pp. 6703-6722. ISSN 0001-5970
Sukhnandan, Jurad and Drosopoulos, Georgios ORCID: 0000-0002-4252-6321 (2024) Machine Learning Techniques for Analysing the Seismic Response in Multistorey Steel Structures. In: 2024 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv). Institute of Electrical and Electronics Engineers (IEEE), pp. 150-155. ISBN 979-8-3503-8501-4
Drosopoulos, Georgios ORCID: 0000-0002-4252-6321, Foutsitzi, Georgia, Daraki, Maria-Styliani and Stavroulakis, Georgios E. (2024) Vibration Suppression of Graphene Reinforced Laminates Using Shunted Piezoelectric Systems and Machine Learning. Signals, 5 (2). pp. 326-342.
Thango, Sipho G., Drosopoulos, Georgios ORCID: 0000-0002-4252-6321, Motsa, Siphesihle M. and Stavroulakis, Georgios E. (2023) Prediction of the response of masonry walls under blast loading using Artificial Neural Networks. Infrastructures, 9 (1).
Motsa, Siphesihle Mpho, Stavroulakis, Georgios Ε. and Drosopoulos, Georgios ORCID: 0000-0002-4252-6321 (2023) A data-driven, machine learning scheme used to predict the structural response of masonry arches. Engineering Structures, 296 . ISSN 0141-0296
Sewnath, K., Drosopoulos, Georgios ORCID: 0000-0002-4252-6321 and Adali, S. (2023) Buckling of woven fibre and graphene platelet reinforced nanocomposite laminates. Structures, 56 .
Singh, Iksha, Stavroulakis, Georgios E. and Drosopoulos, Georgios ORCID: 0000-0002-4252-6321 (2023) Impact of partially damaged passive protection on the fire response of bolted steel connections using finite element analysis. Case Studies in Thermal Engineering .
Anashpaul, Shivaan, Drosopoulos, Georgios ORCID: 0000-0002-4252-6321 and Adali, Sarp (2023) Minimum weight design of CNT/fiber reinforced laminates subject to a frequency constraint by optimal distribution of reinforcements across the thickness. Composite Structures, 319 . p. 117112. ISSN 0263-8223
Drosopoulos, Georgios ORCID: 0000-0002-4252-6321, Gogos, C. and Foutsitzi, G. (2023) Multi-objective optimization for maximum fundamental frequency and minimum cost of hybrid graphene/fibre-reinforced nanocomposite laminates. Structures, 54 . pp. 1593-1607.
Jeawon, Y., Drosopoulos, Georgios ORCID: 0000-0002-4252-6321, Foutsitzi, G., Stravroulakis, G. E. and Adali, S. (2023) Optimization of graphene/fibre reinforced cantilever skew laminates for maximum fundamental frequency via non-uniform distribution of reinforcements. Thin-Walled Structures, 189 . ISSN 0263-8231
Stavroulaki, Maria E., Kasampali, Amalia, Charalambidi, Barbara, Motsa, Siphesihle Mpho, Drosopoulos, Georgios ORCID: 0000-0002-4252-6321 and Stavroulakis, Georgios E. (2023) Linear and Nonlinear Earthquake Analysis for Strength Evaluation of Masonry Monument of Neoria. Buildings, 13 (9).
Thango, Sipho G., Stavroulakis, Georgios E. and Drosopoulos, Georgios ORCID: 0000-0002-4252-6321 (2023) Investigation of the Failure Response of Masonry Walls Subjected to Blast Loading Using Nonlinear Finite Element Analysis. Computation, 11 (8).
Mouratidou, Aliki D., Drosopoulos, Georgios ORCID: 0000-0002-4252-6321 and Stavroulakis, Georgios T. (2023) Solving Plane Elasticity with an Ensemble of Physics-informed Neural Networks. In: Proceedings of the 3rd EURECA-PRO Conference 2023. TUC Press, pp. 408-411. ISBN 978-618-5558-07-9 (In Press)
Tapkın, Serkan, Tercan, Emre, Motsa, Siphesihle Mpho, Drosopoulos, Georgios ORCID: 0000-0002-4252-6321, Stavroulaki, Maria, Maravelakis, Emmanuel and Stavroulakis, Georgios (2022) Structural Investigation of Masonry Arch Bridges Using Various Nonlinear Finite-Element Models. Journal of Bridge Engineering, 27 (7). ISSN 1084-0702
Charalambidi, Barbara, Koutsianitis, Panagiotis, Motsa, Siphesihle Mpho, Tairidis, Georgios, Kasampali, Amalia, Drosopoulos, Georgios ORCID: 0000-0002-4252-6321, Stavroulaki, Maria and Stavroulakis, Georgios (2022) Modelling, identification and structural damage investigation of the Neoria monument in Chania. Developments in the Built Environment, 10 .
Tairidis, Georgios, Ntintakis, Ioannis, Drosopoulos, Georgios ORCID: 0000-0002-4252-6321, Koutsianitis, Panagiotis and Stavroulakis, Georgios (2022) Auxetic metamaterials subjected to dynamic loadings. Theoretical and Applied Mechanics . ISSN 1450-5584
Jeawon, Y., Drosopoulos, Georgios ORCID: 0000-0002-4252-6321, Foutsitzi, G., Stavroulakis, G.E. and Adali, S. (2021) Optimization and analysis of frequencies of multi-scale graphene/fibre reinforced nanocomposite laminates with non-uniform distributions of reinforcements. Engineering Structures, 228 . ISSN 0141-0296