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All Stories

  1. Prediction of the Wetting-Induced Compression of Collapsible Soils Using Ensemble Machine Learning

    Article • Indian Geotechnical Journal, July 2025, Springer Science + Business Media

    Nader Karballaeezadeh

  2. Advancements in Underground Infrastructures

    Article • March 2025, Taylor & Francis

    Nader Karballaeezadeh

  3. Prediction of vertical displacement for a buried pipeline subjected to normal fault using a hybrid FEM-ANN approach

    Article • Frontiers of Structural and Civil Engineering, March 2024, Springer Science + Business Media

    Nader Karballaeezadeh, Professor Amir H Gandomi

  4. Investigation of Empirical and Analytical Methods Accuracy for Surface Settlement Prediction in Train Tunnel Excavation Projects

    Article • Acta Polytechnica Hungarica, January 2024, Obuda University

    Nader Karballaeezadeh

  5. Machine Learning Approaches for Detection/Classification and Prediction Purposes in Pavement Engineering Studies: An Overview

    Article • May 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Nader Karballaeezadeh

  6. Modeling Road Roughness Through Vibration Analysis for Driving Quality and Extended Discussion on AI Potential

    Article • May 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Nader Karballaeezadeh

  7. Application of Analytical Hierarchy Process for Structural Health Monitoring and Prioritizing Concrete Bridges in Iran

    Article • Applied Sciences, August 2021, MDPI AG

    Nader Karballaeezadeh

  8. The Effect of Incorporating Industrials Wastewater on Durability and Long-Term Strength of Concrete

    Article • Materials, July 2021, MDPI AG

    Nader Karballaeezadeh

  9. Three-Dimensional Modeling and Analysis of Mechanized Excavation for Tunnel Boring Machines

    Article • Acta Polytechnica Hungarica, January 2021, Obuda University

    Nader Karballaeezadeh

  10. Smart Structural Health Monitoring of Flexible Pavements Using Machine Learning Methods

    Article • Coatings, November 2020, MDPI AG

    Nader Karballaeezadeh

  11. Estimation of flexible pavement structural capacity using machine learning techniques

    Article • Frontiers of Structural and Civil Engineering, September 2020, Springer Science + Business Media

    Nader Karballaeezadeh

  12. Improving Aviation Safety through Modeling Accident Risk Assessment of Runway

    Article • International Journal of Environmental Research and Public Health, August 2020, MDPI AG

    Nader Karballaeezadeh

  13. Evaluation of Safety in Horizontal Curves of Roads Using a Multi-Body Dynamic Simulation Process

    Article • International Journal of Environmental Research and Public Health, August 2020, MDPI AG

    Nader Karballaeezadeh

  14. Intelligent Road Inspection with Advanced Machine Learning; Hybrid Prediction Models for Smart Mobility and Transportation Maintenance Systems

    Article • Energies, April 2020, MDPI AG

    Nader Karballaeezadeh

  15. Presentation a New Method for Determining of Bridge Condition Index by Using Analytical Hierarchy Process

    Article • March 2020, MDPI AG

    Nader Karballaeezadeh

  16. Estimation of Flexible Pavement Structural Capacity Using Machine Learning Techniques

    Article • February 2020, MDPI AG

    Nader Karballaeezadeh

  17. Intelligent Road Inspection with Advanced Machine Learning; Hybrid Prediction Models for Smart Mobility and Transportation Maintenance Systems

    Article • January 2020, MDPI AG

    Nader Karballaeezadeh

  18. Engineering for Sustainable Future

    Article • January 2020, Springer Science + Business Media

    Nader Karballaeezadeh

  19. Urban Train Soil-Structure Interaction Modeling and Analysis

    Article • January 2020, Springer Science + Business Media

    Nader Karballaeezadeh

  20. Comparative Analysis of Machine Learning Models for Prediction of Remaining Service Life of Flexible Pavement

    Article • Mathematics, December 2019, MDPI AG

    Nader Karballaeezadeh

  21. Hybrid Machine Learning Model of Support Vector Machine and Fruit Fly Optimization Algorithm for Prediction of Remaining Service Life of Flexible Pavement

    Article • October 2019, MDPI AG

    Nader Karballaeezadeh

  22. Prediction of remaining service life of pavement using an optimized support vector machine (case study of Semnan–Firuzkuh road)

    Article • Engineering Applications of Computational Fluid Mechanics, January 2019, Taylor & Francis

    Dr S shamshirband, Dr Amir Mosavi, Danial Mohammadzadeh S. , Nader Karballaeezadeh