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Transportation Engineering, Pavement Engineering, Pavement Management Systems (PMSs), Machine Learning, NDTs for Pavements, Transportation Infrastructures
Iran

Biography

I currently work as a lecturer at Technical and Vocational University (TVU), Islamic Azad University, and Kashmar Institute of Higher Education. My research interests include Flexible Pavement Performance and Maintenance, Automated Pavement Data Collection, Machine Learning/Deep Learning Techniques, and Structural Health Monitoring.
Email:
N.karballaeezadeh@gmail.com

Activities

Employment (4)

Traffic Department: Kashmar, Razavi Khorasan Province, IR

2021-10 to present | Technical advisor
Employment
Source: Self-asserted source
Nader Karballaeezadeh

Technical and Vocational University (TVU): Mashhad, Razavi Khorasan Province, IR

2020-09-10 to present | University Lecturer (Department of Civil Engineering)
Employment
Source: Self-asserted source
Nader Karballaeezadeh

Islamic Azad University: Kashmar, Razavi Khorasan Province, IR

2013-01-08 to present | University Lecturer (Faculty of Engineering)
Employment
Source: Self-asserted source
Nader Karballaeezadeh

Kashmar Institute of Higher Education: Kashmar, Razavi Khorasan Province, IR

2012-01-10 to present | University Lecturer (Faculty of Agriculture)
Employment
Source: Self-asserted source
Nader Karballaeezadeh

Works (24)

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

Acta Polytechnica Hungarica
2024 | Journal article
Part of ISSN: 1785-8860
Part of ISSN: 2064-2687
Contributors: Ali Maroof; Danial Mohammadzadeh S.; Nader Karballaeezadeh; Kiarash Sabourian Bajgiran; Amir Mosavi; Imre Felde
Source: Self-asserted source
Nader Karballaeezadeh

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

Frontiers of Structural and Civil Engineering
2024-03 | Journal article
Part of ISSN: 2095-2430
Part of ISSN: 2095-2449
Contributors: Hedye Jalali; Reza Yeganeh Khaksar; Danial Mohammadzadeh S.; Nader Karballaeezadeh; Amir H. Gandomi
Source: Self-asserted source
Nader Karballaeezadeh

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

2023 IEEE 17th International Symposium on Applied Computational Intelligence and Informatics (SACI)
2023-05-23 | Conference paper
Contributors: Nader Karballaeezadeh; Ali Maaruof; Mohammadzadeh S. Danial; Sepehr Zamani; Mohammed Mudabbiruddin
Source: Self-asserted source
Nader Karballaeezadeh

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

2023 IEEE 17th International Symposium on Applied Computational Intelligence and Informatics (SACI)
2023-05-23 | Conference paper
Contributors: Nader Karballaeezadeh; S. Danial Mohammadzadeh; Mohammed Mudabbiruddin; Armin Hatami Rad
Source: Self-asserted source
Nader Karballaeezadeh

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

Applied Sciences
2021-08 | Journal article | Author
Contributors: Saeid Darban; Hosein Ghasemzadeh Tehrani; Nader Karballaeezadeh; Amir Mosavi
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

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

Materials
2021-07 | Journal article | Author
Contributors: Ehsan Nasseralshariati; Danial Mohammadzadeh; Nader Karballaeezadeh; Amir Mosavi; Uwe Reuter; Murat Saatcioglu
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

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

Acta Polytechnica Hungarica
2021-04-12 | Journal article
Source: Self-asserted source
Nader Karballaeezadeh

Presentation a new method for determining of bridge condition index by using analytical hierarchy process

Source: Self-asserted source
Nader Karballaeezadeh

Urban Train Soil-Structure Interaction Modeling and Analysis

Engineering for Sustainable Future
2020 | Book chapter
EID:

2-s2.0-85078210468

Part of ISBN:

23673389 23673370

Source: Self-asserted source
Nader Karballaeezadeh
grade
Preferred source (of 2)‎

Smart Structural Health Monitoring of Flexible Pavements Using Machine Learning Methods

Coatings
2020-11-17 | Journal article
Part of ISSN: 2079-6412
Source: Self-asserted source
Nader Karballaeezadeh
grade
Preferred source (of 3)‎

Estimation of Flexible Pavement Structural Capacity Using Machine Learning Techniques

Frontiers of Structural and Civil Engineering
2020-09-14 | Journal article
Part of ISSN: 2095-2430
Part of ISSN: 2095-2449
Source: Self-asserted source
Nader Karballaeezadeh
grade
Preferred source (of 2)‎

Improving Aviation Safety through Modeling Accident Risk Assessment of Runway

International Journal of Environmental Research and Public Health
2020-08-21 | Journal article
Part of ISSN: 1660-4601
Source: Self-asserted source
Nader Karballaeezadeh
grade
Preferred source (of 3)‎

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

International Journal of Environmental Research and Public Health
2020-08-17 | Journal article
Part of ISSN: 1660-4601
Source: Self-asserted source
Nader Karballaeezadeh
grade
Preferred source (of 3)‎

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

Energies
2020-04-04 | Journal article
EID:

2-s2.0-85082875059

Part of ISBN:

19961073

Source: Self-asserted source
Nader Karballaeezadeh
grade
Preferred source (of 2)‎

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

Mathematics (Special Issue: Hybrid Machine Learning Techniques Applied in Real Engineering Applications)
2019-12-06 | Journal article
Source: Self-asserted source
Nader Karballaeezadeh
grade
Preferred source (of 4)‎

Examination of Requirements of Creation and Development of Sustainable Transportation with Respect to Urbanization Development

National Conference on Sustainable Development: Opportunities and Challenges of Investment in Torshiz Area
2019-04-17 | Conference paper
Source: Self-asserted source
Nader Karballaeezadeh

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

Engineering Applications of Computational Fluid Mechanics
2019-01-15 | Journal article
Source: Self-asserted source
Nader Karballaeezadeh
grade
Preferred source (of 2)‎

Comparison of Concrete Pavement and Asphaltic Pavement in light of Changes in Substructure and Traffic Flow

The 10th Bitumen, Asplalt & Machinery Conference and Exhibition on Civil Engineering, Tehran , Iran
2018-10-13 | Conference paper
Source: Self-asserted source
Nader Karballaeezadeh

Estimation of pavement performance with the help of regression of backup vector Machine

The 10th Bitumen, Asplalt & Machinery Conference and Exhibition on Civil Engineering, Tehran, Iran
2018-10-13 | Conference paper
Source: Self-asserted source
Nader Karballaeezadeh

3D Modeling of Mechanized drilling Utilizing Plaxis3D software

3rd Iranian Conference of Geotechnical Engineering, Tehran , Iran
2018-09-23 | Conference paper
Source: Self-asserted source
Nader Karballaeezadeh

Correlation Study of PCI Index and Remaining Life of Pavement with the Help of Regression Analysis and Genetic Programming

11th International Congress on Civil Engineering, 8-10 May 2018, University of Tehran, Tehran , Iran
2018-05-08 | Conference paper
Source: Self-asserted source
Nader Karballaeezadeh

Technical, economic, and environmental assessment of cold recycling of asphalt using bitumen floor

National Congress on Architecture & Urban Development, 21-22 February 2018, Torbat-e-Jam, Iran
2018-02-21 | Conference paper
Source: Self-asserted source
Nader Karballaeezadeh

Comparison of Asphalt Pavement Design Methods with Iran's Methodology (Case study: Semnan-Firouzkooh axis)

The 9th Bitumen and Asplalt Conference and Exhibition on Civil Engineering, 24-26 October 2017, Tehran , Iran
2017-10-24 | Conference paper
Source: Self-asserted source
Nader Karballaeezadeh

Optimization Of Container Transportation Services in the Iran's South Ports (A Case Study: Shahid Rajaii Port)

The 12th International Conference on Traffic and Transportation Engineering, 19-20 February 2013, Tehran, Iran
2013-02-19 | Conference paper
Source: Self-asserted source
Nader Karballaeezadeh

Peer review (38 reviews for 14 publications/grants)

Review activity for Applied sciences. (2)
Review activity for Case studies in construction materials. (5)
Review activity for Information. (1)
Review activity for Infrastructures. (4)
Review activity for International journal of critical infrastructure protection. (4)
Review activity for International journal of pavement research and technology. (1)
Review activity for Journal of computing in civil engineering. (2)
Review activity for Journal of transportation engineering. (5)
Review activity for KSCE Journal of Civil Engineering. (2)
Review activity for PloS one. (1)
Review activity for Processes. (1)
Review activity for Sensors. (1)
Review activity for Sustainability. (7)
Review activity for Sustainable cities and society. (2)