Issue Date Title Author(s) Journal 1 24-Dec-2024 New Predictive Model for the Computation of Reinforced Concrete Column Shear Strength van der Westhuizen, Ashley Megan ; Bakas, Nikolaos P. ; Markou, George International Journal of Computational Methods
2 24-Jul-2024 Using Machine Learning Algorithms to Develop a Predictive Model for Computing the Maximum Deflection of Horizontally Curved Steel I-Beams Ababu, Elvis M. ; Markou, George ; Skorpen, Sarah Computation
3 1-Jun-2024 Developing predictive models for the load-displacement response of laterally loaded reinforced concrete piles in stiff unsaturated clay using machine learning algorithms Braun, Kevin T. ; Markou, George ; Jacobsz, S. W. ; Calitz, Duan Structures
4 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 Computational Mechanics
5 1-Feb-2024 Computationally-efficient high-fidelity nonlinear FEA of seismically isolated post-tensioned RC bridges Markou, George ; AlHamaydeh, Mohammad Structures
6 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 International Journal of Computational Methods
7 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. Journal of the South African Institution of Civil Engineering
8 May-2023 Effect of Different Endodontic Access Cavity Designs in Combination with WaveOne Gold and TruNatomy on the Fracture Resistance of Mandibular First Molars: A Nonlinear Finite Element Analysis Vorster, Martin ; Gravett, Dewald Zane ; van der Vyver, Peet J. ; Markou, George Journal of Endodontics
9 1-Jan-2023 The Effect of Different Access Cavity Designs in Combination with WaveOne Gold and TruNatomy Instrumentation on Remaining Dentin Thickness and Volume Vorster, Martin ; van der Vyver, Peet J. ; Markou, George Journal of Endodontics
10 15-Oct-2022 Structural performance deterioration of corroding reinforced concrete columns in marine environments Chen, Hua-Peng ; Jiang, Yu ; Markou, George Ocean Engineering
11 1-Aug-2022 AI-based shear capacity of FRP-reinforced concrete deep beams without stirrups AlHamaydeh, Mohammad ; Markou, George ; Bakas, Nikolas ; Papadrakakis, Manolis Engineering Structures
12 1-Jul-2022 The Effect of Different Molar Access Cavity Designs on Root Canal Shaping Times Using Rotation and Reciprocation Instruments in Mandibular First Molars Vorster, Martin ; van der Vyver, Peet J. ; Markou, George Journal of Endodontics
13 2022 Traditional and Conservative Molar Endodontic Access Cavity Designs: A Classification and Overview Vorster, Martin ; van der Vyver, Peet J. ; Markou, George South African Dental Journal
14 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. Computers and Concrete
15 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 Engineering Structures
16 1-Nov-2021 A new method of seismic retrofitting cost analysis and effectiveness for reinforced concrete structures Markou, George Engineering Structures
17 15-May-2021 State-of-the-art investigation of wind turbine structures founded on soft clay by considering the soil-foundation-structure interaction phenomenon – Optimization of battered RC piles Gravett, Dewald Z. ; Markou, George Engineering Structures
18 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 Soil Dynamics and Earthquake Engineering
19 10-Mar-2021 Enhanced dynamic simulation approach towards the efficient mining thermal energy supply with improved operational flexibility Rosado-Tamariz, Erik ; Genco, Filippo ; Campos-Amezcua, Alfonso ; Markou, George ; Batres, Rafael International Journal of Energy Research
20 17-Jan-2021 Finite element modelling of plain and reinforced concrete specimens with the Kotsovos and Pavlovic material model, smeared crack approach and fine meshes Markou, George ; Roeloffze, Wynand International Journal of Damage Mechanics