|
| | Issue Date | Title | Author(s) |
| 1 | 1-Apr-2024 | A general framework of high-performance machine learning algorithms: application in structural mechanics | Markou, George ; Bakas, Nikolaos P. ; Chatzichristofis, Savvas A. ; Papadrakakis, Manolis |
| 2 | May-2023 | Fast & Powerful Machine Learning Tools in Engineering | Markou, George ; Bakas, Nikolaos P. ; Papadopoulos, Vissarion ; Papadrakakis, Manolis |
| 3 | 1-Jan-2023 | DEVELOPING FUNDAMENTAL PERIOD FORMULAE FOR STEEL FRAMED STRUCTURES THROUGH MACHINE LEARNING AND AUTOMATED ALGORITHMS | Calitz, Duan ; Markou, George ; Bakas, Nikolaos P. ; Papadrakakis, Manolis |
| 4 | 1-Jan-2023 | A 3D FRACTURE ENERGY-BASED SMEARED CRACK APPROACH FOR THE NONLINEAR BEHAVIOR OF REINFORCED CONCRETE STRUCTURES | Mourlas, Christos ; Markou, George ; Papadrakakis, Manolis |
| 5 | 1-Aug-2022 | AI-based shear capacity of FRP-reinforced concrete deep beams without stirrups | AlHamaydeh, Mohammad ; Markou, George ; Bakas, Nikolas ; Papadrakakis, Manolis |
| 6 | 13-Mar-2022 | Assessment of the Structural Response of Steel Reinforced and Steel-Fibre Reinforced Concrete Structures with 3D Detailed Modeling: Limitations and Remedies | Papadrakakis, Manolis ; Markou, George |
| 7 | 1-Dec-2021 | A new damage factor for seismic assessment of deficient bare and FRP-retrofitted RC structures | Markou, George ; Garcia, Reyes ; Mourlas, Christos ; Guadagnini, Maurizio ; Pilakoutas, Kypros ; Papadrakakis, Manolis |
| 8 | 1-May-2021 | New fundamental period formulae for soil-reinforced concrete structures interaction using machine learning algorithms and ANNs | Gravett, Dewald Z. ; Mourlas, Christos ; Taljaard, Vicky Lee ; Bakas, Nikolaos P. ; Markou, George ; Papadrakakis, Manolis |
| 9 | 1-Jan-2021 | Predicting the shear capacity of reinforced concrete slender beams without stirrups by applying artificial intelligence algorithms | Spijkerman, Zelda ; Bakas, Nikolaos P. ; Markou, George ; Papadrakakis, Manolis |
| 10 | 1-Jan-2021 | Development of a new fundamental period formula by considering soil-structure interaction with the use of machine learning algoritms | Taljaard, Vicky Lee ; Gravett, Dewald Z. ; Mourlas, Christos ; Markou, George ; Bakas, Nikolaos P. ; Papadrakakis, Manolis |
| 11 | 1-Dec-2020 | Effect of Soil-Structure Interaction on Nonlinear Dynamic Response of Reinforced Concrete Structures | Mourlas, Christos ; Khabele, Neo ; Bark, Hussein A. ; Karamitros, Dimitris ; Taddei, Francesca ; Markou, George ; Papadrakakis, Manolis |
| 12 | 1-Feb-2019 | Computationally Efficient and Robust Nonlinear 3D Cyclic Modeling of RC Structures Through a Hybrid Finite Element Model (HYMOD) | Markou, George ; Mourlas, Christos ; Papadrakakis, Manolis |
| 13 | 1-Jan-2019 | Numerical performance of a new algorithm for performing modal analysis of full-scale reinforced concrete structures that are Dιscrεtized with the HYMOD approach | Gravett, Dewald Z. ; Mourlas, Christos ; Markou, George ; Papadrakakis, Manolis |
| 14 | 1-Jan-2019 | Cyclic nonlinear modeling of severely damaged and retrofitted reinforced concrete structures | Markou, George ; Mourlas, Christos ; Garcia, Reyes ; Pilakoutas, Kypros ; Papadrakakis, Manolis |
| 15 | 1-Jan-2019 | Accurate and computationally efficient nonlinear static and dynamic analysis of reinforced concrete structures considering damage factors | Mourlas, Christos ; Markou, George ; Papadrakakis, Manolis |
| 16 | 1-Jan-2019 | 3D detailed modeling of reinforced concrete frames considering accumulated damage during static cyclic and dynamic analysis – New validation case studies | Mourlas, Christos ; Markou, George ; Papadrakakis, Manolis |
| 17 | 2018 | Simplified HYMOD non-linear simulations of a full-scale multistory retrofitted RC structure that undergoes multiple cyclic excitations – An infill RC wall retrofitting study | Markou, George ; Mourlas, Christos ; Bark, H. ; Papadrakakis, Manolis |
| 18 | 15-Jun-2017 | A computationally efficient model for the cyclic behavior of reinforced concrete structural members | Mourlas, Christos ; Papadrakakis, Manolis ; Markou, George |
| 19 | 2017 | Computationally efficient and accurate modeling of the cyclic behavior of reinforced concrete structural members under ultimate limit state conditions | Markou, George ; Mourlas, Christos ; Papadrakakis, Manolis |
| 20 | 2017 | Cyclic nonlinear analysis of large-scale finite element meshes through the use of hybrid modeling (HYMOD) | Markou, George ; Mourlas, Christos ; Papadrakakis, Manolis |
