Using Machine Learning and Finite Element Modelling to Develop a Formula to Determine the Deflection of Horizontally Curved Steel I-beams. - Elvis M. Ababu; George Markou; Nikolaos Bakas (ICAART (3), 2022)

Improved Predictive Fundamental Period Formula for Reinforced Concrete Structures through the Use of Machine Learning Algorithms. - Nathan Carstens; George Markou; Nikolaos Bakas (ICAART (2), 2022)

Development of a New Fundamental Period Formula for Steel Structures Considering the Soil-structure Interaction with the Use of Machine Learning Algorithms. - Ashley Megan van der Westhuizen; George Markou; Nikolaos Bakas (ICAART (3), 2022)