Publications

Raja, Muhammad Nouman Amjad, Tarek Abdoun, and Waleed El-Sekelly. "Smart prediction of liquefaction-induced lateral spreading." Journal of Rock Mechanics and Geotechnical Engineering (2023).

Raja, Muhammad Nouman Amjad, and Sanjay Kumar Shukla. "An extreme learning machine model for geosynthetic-reinforced sandy soil foundations." Proceedings of the institution of civil engineers-geotechnical engineering 175, no. 4 (2022): 383-403.

Kardani, Navid, Mohammad Aminpour, Muhammad Nouman Amjad Raja, Gaurav Kumar, Abidhan Bardhan, and Majidreza Nazem. "Prediction of the resilient modulus of compacted subgrade soils using ensemble machine learning methods." Transportation Geotechnics 36 (2022): 100827.

Raja, Muhammad Nouman Amjad, Syed Taseer Abbas Jaffar, Abidhan Bardhan, and Sanjay Kumar Shukla. "Predicting and validating the load-settlement behavior of large-scale geosynthetic-reinforced soil abutments using hybrid intelligent modeling." Journal of Rock Mechanics and Geotechnical Engineering (2022).

Hasthi, Venkateswarlu, Muhammad Nouman Amjad Raja, A. Hegde, and Sanjay Kumar Shukla. "Experimental and Intelligent Modelling for Predicting the Amplitude of Footing Resting on Geocell-Reinforced Soil Bed under Vibratory Load." Transportation Geotechnics (2022): 100783.

Raja, Muhammad Nouman Amjad, and Sanjay Kumar Shukla. "Predicting the settlement of geosynthetic-reinforced soil foundations using evolutionary artificial intelligence technique." Geotextiles and Geomembranes 49, no. 5 (2021): 1280-1293.

Raja, Muhammad Nouman Amjad, and Sanjay K. Shukla. "Multivariate adaptive regression splines model for reinforced soil foundations." Geosynthetics International 28, no. 4 (2021): 368-390.

Raja, Muhammad Nouman Amjad, Sanjay Kumar Shukla, and Muhammad Umer Arif Khan. "An intelligent approach for predicting the strength of geosynthetic-reinforced subgrade soil." International Journal of Pavement Engineering (2021): 1-17.

Raja, Muhammad Nouman Amjad, and Sanjay Kumar Shukla. "Experimental study on repeatedly loaded foundation soil strengthened by wraparound geosynthetic reinforcement technique." Journal of Rock Mechanics and Geotechnical Engineering 13, no. 4 (2021): 899-911.

Raja, Muhammad Nouman Amjad, and Sanjay Kumar Shukla. "Ultimate bearing capacity of strip footing resting on soil bed strengthened by wraparound geosynthetic reinforcement technique." Geotextiles and Geomembranes 48, no. 6 (2020): 867-874.

Khan, Muhammad Umer Arif, Sanjay Kumar Shukla, and Muhammad Nouman Amjad Raja. "Soil–conduit interaction: an artificial intelligence application for reinforced concrete and corrugated steel conduits." Neural Computing and Applications 33, no. 21 (2021): 14861-14885.