Journal Articles
Li L, Iskander M (2022) “Use of machine learning methods for classification of sand particles,” Acta Geotechnica, Vol. 17 No. 10, pp.4739-4759, https://doi.org/10.1007/s11440-021-01443-y
Kodsy A, Ozturk B, Iskander M (2023). “Forecasting of pile plugging using machine learning,” Acta Geotechnica, https://doi.org/10.1007/s11440-023-01797-5, Springer Nature
Li L & Iskander M (2023). “Classification of sand using deep learning,” ASCE Geotechnical and Geoenvirenmental Engineering Journal. Vo. 149, No. 11, https://doi.org/10.1061/JGGEFK.GTENG-11503
Ozturk B, Kodsy A, Iskander M. (2023) “Forecasting the capacity of open-ended pipe piles using machine learning,” Infrastructures, 8(1):12, https://doi.org/10.3390/infrastructures8010012, MDPI
Magazine Article
Machairas N, Iskander M (2020). “Advanced data analytics in geotechnics,” Geostrata, July/August, pp. 32-39, ASCE Press PDF
Conference Papers
Machairas N, Iskander M (2018). “An investigation of pile design utilizing advanced data analytics,” International Foundation Congress and Equipment Expo 2018: IFCEE 2018: Installation, Testing, and Analysis of Deep Foundations, GSP No. 294, pp. 132-141, https://doi.org/10.1061/9780784481578.014
Ozturk B, Kodsy A, Iskander M (2024). “Effect of Feature Selection Technique on the Pile Capacity Predicted using Machine Learning.” In Press, GeoCongress 2024, ASCE
Ozturk B, Kodsy A, Iskander M (2024). “Forecasting the Bearing Capacity of Open-Ended Pipe Piles using Machine Learning Ensemble Methods.” In Press, International Foundation Congress and Equipment Expo: IFCEE 2024, ASCE