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| | 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 | 2024 | Big Data Generation and Comparative Analysis of Machine Learning Models in Predicting the Fundamental Period of Steel Structures Considering Soil-Structure Interaction | Van Der Westhuizen, Ashley Megan ; Bakas, Nikolaos P. ; Markou, George |
| 3 | 1-Jun-2023 | Advanced numerical modelling of the nonlinear mechanical behaviour of a laterally loaded pile embedded in stiff unsaturated clay | Braun, Kevin T. ; Bakas, Nikolaos P. ; Markou, George ; Jacobsz, S. W. |
| 4 | Jun-2023 | Artificial Intelligence & Machine Learning in Design and Assessment of Structures | Markou, George ; Bakas, Nikolaos P. |
| 5 | May-2023 | Fast & Powerful Machine Learning Tools in Engineering | Markou, George ; Bakas, Nikolaos P. ; Papadopoulos, Vissarion ; Papadrakakis, Manolis |
| 6 | 1-Jan-2023 | DEVELOPING AN ARTIFICIAL NEURAL NETWORK MODEL THAT PREDICTS THE FUNDAMENTAL PERIOD OF STEEL STRUCTURES USING A LARGE DATASET | van der Westhuizen, Ashley Megan ; Bakas, Nikolaos P. ; Markou, George |
| 7 | 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 |
| 8 | 1-Jan-2023 | Use of AI and ML Algorithms in Developing Closed-Form Formulae for Structural Engineering Design | Markou, George ; Bakas, Nikolaos P. ; van der Westhuizen, Ashley Megan |
| 9 | 1-Jan-2023 | PREDICTION OF REINFORCED CONCRETE COLUMNS LIMIT STATES USING MACHINE LEARNING ALGORITHM | Ioannou, Anthos I. ; Bakas, Nikolaos P. ; Markou, George ; van der Westhuizen, Ashley Megan ; Pantazopoulou, Stavroula J. ; Petrou, Michael F. ; Charmpis, Dimos C. |
| 10 | 1-Jan-2023 | DEVELOPMENT OF FORMULAE FOR THE SECTION ROTATIONS DUE TO BENDING OF CURVED STEEL I-BEAMS THROUGH AI AND ML ALGORITHMS | Chibaya, Victor T. ; Markou, George ; Bakas, Nikolaos P. |
| 11 | 1-Jan-2023 | A BIBLIOMETRIC OVERVIEW OF OPEN SCIENCE RESEARCH | Bakas, Nikolaos P. ; Athenodorou, Andreas ; Anastasopoulou, Nana ; Kyprianou, Katerina ; Katsikatsos, George ; Markou, George |
| 12 | 1-Jan-2022 | Improved Predictive Fundamental Period Formula for Reinforced Concrete Structures through the Use of Machine Learning Algorithms | Carstens, Nathan ; Markou, George ; Bakas, Nikolaos P. |
| 13 | 1-Jan-2022 | Using Machine Learning and Finite Element Modelling to Develop a Formula to Determine the Deflection of Horizontally Curved Steel I-beams | Ababu, Elvis M. ; Markou, George ; Bakas, Nikolaos P. |
| 14 | 1-Jan-2022 | Development of a New Fundamental Period Formula for Steel Structures Considering the Soil-structure Interaction with the Use of Machine Learning Algorithms | van der Westhuizen, Ashley Megan ; Markou, George ; Bakas, Nikolaos P. |
| 15 | 1-Dec-2021 | Prediction of the shear capacity of reinforced concrete slender beams without stirrups by applying artificial intelligence algorithms in a big database of beams generated by 3D nonlinear finite element analysis | Markou, George ; Bakas, Nikolaos P. |
| 16 | Jun-2021 | Artificial Intelligence & Machine Learning in Design and Assessment of Structures | Markou, George ; Bakas, Nikolaos P. |
| 17 | 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 |
| 18 | 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 |
| 19 | 1-Jan-2021 | Links of aesthetic value of multi-curvature artifacts, with their structural behavior, utilizing machine learning algorithms | Bakas, Nikolaos P. ; Christofi, Neofytos ; Bellos, John ; Antoniou, Dimitris ; Markou, George |
| 20 | 1-Jan-2021 | Performance and scalability of deep learning models trained on a hybrid supercomputer: Application in the prediction of the shear strength of slender RC beams | Bakas, Nikolaos P. ; Markou, George ; Charmpis, Dimos C. ; Hadjiyiannakou, Kyriakos |
