| FastSVD-ML–ROM: A reduced-order modeling framework based on machine learning for real-time applications GI Drakoulas, TV Gortsas, GC Bourantas, VN Burganos, D Polyzos Computer Methods in Applied Mechanics and Engineering 414, 116155, 2023 | 11 | 2023 |
| A machine learning framework for physics-based multi-fidelity modeling and health monitoring for a composite wing G Makkar, C Smith, G Drakoulas, F Kopsaftopoulos, F Gandhi ASME International Mechanical Engineering Congress and Exposition 86625 …, 2022 | 5 | 2022 |
| Coupled FEA Model with Continuum Damage Mechanics for the Degradation of Polymer-based coatings on Drug-Eluting Stents G Drakoulas, C Kokkinos, D Fotiadis, S Kokkinos, K Loukas, AN Moulas, ... 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 4 | 2021 |
| An explainable machine learning-based probabilistic framework for the design of scaffolds in bone tissue engineering G Drakoulas, T Gortsas, E Polyzos, S Tsinopoulos, L Pyl, D Polyzos Biomechanics and Modeling in Mechanobiology, 1-26, 2024 | 2 | 2024 |
| A machine learning framework for reduced order modeling of guided waves propagation G Drakoulas, T Gortsas, C Kokkinos, F Kopsaftopoulos, D Polyzos 13th congress of Hellenic Society of Theoretical and applied mechanics, 2022 | 2 | 2022 |
| Physics-based reduced order modeling for uncertainty quantification of guided wave propagation using bayesian optimization GI Drakoulas, TV Gortsas, D Polyzos Engineering Applications of Artificial Intelligence 133, 108531, 2024 | 1 | 2024 |
| A Numerical Study on the Early-Stage Performance of 3D Composite PLA/316L Scaffolds in Tissue Engineering G Drakoulas, T Gortsas, S Tsinopoulos, D Polyzos Olympiad in Engineering Science, 28-44, 2024 | 1 | 2024 |
| A probabilistic reduced order modeling framework for the design of composite scaffolds in bone tissue engineering GI Drakoulas, TV Gortsas, D Polyzos Proceedings of the 10th international conference on smart structures and …, 2023 | 1 | 2023 |
| FEA of drug-eluting stents and sensitivity analysis of a continuum damage model for the degradation of PLGA coating C Kokkinos, G Drakoulas, D Fotiadis, S Kokkinos, K Loukas, AN Moulas, ... 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 1 | 2021 |
Theodore GortsasResearcherΗ διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα mech.upatras.gr
