Ημερομηνία Έκδοσης Τίτλος Συγγραφέας 1 24-Δεκ-2024 New Predictive Model for the Computation of Reinforced Concrete Column Shear Strength van der Westhuizen, Ashley Megan ; Bakas, Nikolaos P. ; Markou, George
2 1-Απρ-2024 A general framework of high-performance machine learning algorithms: application in structural mechanics Markou, George ; Bakas, Nikolaos P. ; Chatzichristofis, Savvas A. ; Papadrakakis, Manolis
3 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
4 1-Ιου-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.
5 Ιου-2023 Artificial Intelligence & Machine Learning in Design and Assessment of Structures Markou, George ; Bakas, Nikolaos P.
6 Μαΐ-2023 Fast & Powerful Machine Learning Tools in Engineering Markou, George ; Bakas, Nikolaos P. ; Papadopoulos, Vissarion ; Papadrakakis, Manolis
7 1-Ιαν-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
8 1-Ιαν-2023 DEVELOPING FUNDAMENTAL PERIOD FORMULAE FOR STEEL FRAMED STRUCTURES THROUGH MACHINE LEARNING AND AUTOMATED ALGORITHMS Calitz, Duan ; Markou, George ; Bakas, Nikolaos P. ; Papadrakakis, Manolis
9 1-Ιαν-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
10 1-Ιαν-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.
11 1-Ιαν-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.
12 1-Ιαν-2023 A BIBLIOMETRIC OVERVIEW OF OPEN SCIENCE RESEARCH Bakas, Nikolaos P. ; Athenodorou, Andreas ; Anastasopoulou, Nana ; Kyprianou, Katerina ; Katsikatsos, George ; Markou, George
13 1-Ιαν-2022 Improved Predictive Fundamental Period Formula for Reinforced Concrete Structures through the Use of Machine Learning Algorithms Carstens, Nathan ; Markou, George ; Bakas, Nikolaos P.
14 1-Ιαν-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.
15 1-Ιαν-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.
16 1-Δεκ-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.
17 Ιου-2021 Artificial Intelligence & Machine Learning in Design and Assessment of Structures Markou, George ; Bakas, Nikolaos P.
18 1-Μαΐ-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
19 1-Ιαν-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
20 1-Ιαν-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