Prediction of the Wetting-Induced Compression of Collapsible Soils Using Ensemble Machine Learning
Journal Article published 2025 Jul 17 in Indian Geotechnical Journal
Authors: Ali Maroof, Nader Karballaeezadeh, Danial Mohammadzadeh S., Danial Jahed Armaghani, Hamidreza Mirzaei
https://doi.org/10.1007/s40098-025-01335-y

Analysis and Modeling of Soil Retaining Structure for Urban Train Stations
Book Chapter published 2025 Mar 7 in Advancements in Underground Infrastructures on pages 147 to 183
Authors: Danial S. Mohammadzadeh, Nader Karballaeezadeh, Ali Maroof, Abdollah Tabaroei
https://doi.org/10.1201/9781003336525-7

Prediction of vertical displacement for a buried pipeline subjected to normal fault using a hybrid FEM-ANN approach
Journal Article published 2024 Mar in Frontiers of Structural and Civil Engineering volume 18 issue 3 on pages 428 to 443
Authors: Hedye Jalali, Reza Yeganeh Khaksar, Danial Mohammadzadeh S., Nader Karballaeezadeh, Amir H. Gandomi
https://doi.org/10.1007/s11709-024-1015-0

Investigation of Empirical and Analytical Methods Accuracy for Surface Settlement Prediction in Train Tunnel Excavation Projects
Journal Article published 2024 in Acta Polytechnica Hungarica volume 21 issue 1 on pages 167 to 186
Authors: Ali Maroof, Danial Mohammadzadeh S., Nader Karballaeezadeh, Kiarash Sabourian Bajgiran, Amir Mosavi, Imre Felde
https://doi.org/10.12700/aph.21.1.2024.1.11

Modeling Road Roughness Through Vibration Analysis for Driving Quality and Extended Discussion on AI Potential
Proceedings Article published 2023 May 23 in 2023 IEEE 17th International Symposium on Applied Computational Intelligence and Informatics (SACI) on pages 000045 to 000052
Authors: Nader Karballaeezadeh, S. Danial Mohammadzadeh, Mohammed Mudabbiruddin, Armin Hatami Rad
https://doi.org/10.1109/saci58269.2023.10158586

Machine Learning Approaches for Detection/Classification and Prediction Purposes in Pavement Engineering Studies: An Overview
Proceedings Article published 2023 May 23 in 2023 IEEE 17th International Symposium on Applied Computational Intelligence and Informatics (SACI) on pages 000083 to 000090
Authors: Nader Karballaeezadeh, Ali Maaruof, Mohammadzadeh S. Danial, Sepehr Zamani, Mohammed Mudabbiruddin
https://doi.org/10.1109/saci58269.2023.10158577

Evaluation of Behavior of a Deep Excavation by Three-dimensional Numerical Modeling
Journal Article published 2022 Jun 2 in Periodica Polytechnica Civil Engineering
Authors: Abdollah Tabaroei, Vahab Sarfarazi, Majid Pouraminian, Danial Mohammadzadeh S.
https://doi.org/10.3311/ppci.20353

Three-Dimensional Modeling and Analysis of Mechanized Excavation for Tunnel Boring Machines
Journal Article published 2021 in Acta Polytechnica Hungarica volume 18 issue 4 on pages 213 to 230
Authors: Danial Mohammadzadeh S., Nader Karballaeezadeh, Amirhossein Sanaei Zahed, Amir Mosavi, Felde Imre
https://doi.org/10.12700/aph.18.4.2021.4.12

The Effect of Incorporating Industrials Wastewater on Durability and Long-Term Strength of Concrete
Journal Article published 2021 Jul 22 in Materials volume 14 issue 15 on page 4088
Authors: Ehsan Nasseralshariati, Danial Mohammadzadeh, Nader Karballaeezadeh, Amir Mosavi, Uwe Reuter, Murat Saatcioglu
https://doi.org/10.3390/ma14154088

The Effect of Incorporating Industrials Wastewater on Durability and Long Term Strength of Concrete
Posted Content published 2021 Feb 19
Authors: Ehsan Nasseralshariati, Danial Mohammadzadeh S., Nader Karballaeezadeh, Amir Mosavi
http://dx.doi.org/10.20944/preprints202102.0433.v1

The Effect of Incorporating Industrial Wastewater on Durability and Long Term Strength of Concrete
Posted Content published 2021 Mar 7
Authors: Ehsan Nasseralshariati, Danial Mohammadzadeh, Nader Karballaeezadeh, Amir Mosavi
http://dx.doi.org/10.31219/osf.io/vxz3b

The Effect of Incorporating Industrial Wastewater on Durability and Long Term Strength of Concrete
Posted Content published 2021 Mar 7
Authors: Ehsan Nasseralshariati, Danial Mohammadzadeh, Nader Karballaeezadeh, Amir Mosavi
http://dx.doi.org/10.31224/osf.io/5af7q

Urban Train Soil-Structure Interaction Modeling and Analysis
Book Chapter published 2020 in Lecture Notes in Networks and Systems on pages 361 to 381
Authors: Danial Mohammadzadeh, Nader Karballaeezadeh, Morteza Mohemmi, Amir Mosavi, Annamária R. Várkonyi-Kóczy
https://doi.org/10.1007/978-3-030-36841-8_35

Estimation of Flexible Pavement Structural Capacity Using Machine Learning Techniques
Posted Content published 2020 Jun 9
Authors: Nader Karballaeezadeh, Hosein Ghasemzadeh Tehrani, Danial Mohammadzadeh S., Shahaboddin Shamshirband
http://dx.doi.org/10.20944/preprints202002.0411.v2

Estimation of Flexible Pavement Structural Capacity Using Machine Learning Techniques
Posted Content published 2020 Feb 27
Authors: Nader Karballaeezadeh, Hosein Ghasemzadeh Tehrani, Danial Mohammadzadeh S., Shahaboddin Shamshirband
http://dx.doi.org/10.20944/preprints202002.0411.v1

Estimation of flexible pavement structural capacity using machine learning techniques
Journal Article published 2020 Aug in Frontiers of Structural and Civil Engineering volume 14 issue 5 on pages 1083 to 1096
Authors: Nader Karballaeezadeh, Hosein Ghasemzadeh Tehrani, Danial Mohammadzadeh Shadmehri, Shahaboddin Shamshirband
http://dx.doi.org/10.1007/s11709-020-0654-z

Smart Structural Health Monitoring of Flexible Pavements Using Machine Learning Methods
Journal Article published 2020 Nov 17 in Coatings volume 10 issue 11 on page 1100
Authors: Nader Karballaeezadeh, Danial Mohammadzadeh S., Dariush Moazemi, Shahab S. Band, Amir Mosavi, Uwe Reuter
http://dx.doi.org/10.3390/coatings10111100

Smart Structural Health Monitoring of Flexible Pavements Using Machine Learning Methods
Posted Content published 2020 Apr 3
Authors: Nader Karballaeezadeh, Danial Mohammadzadeh S., Dariush Moazami, Narjes Nabipour, Amir Mosavi, Uwe Reuter
http://dx.doi.org/10.20944/preprints202004.0029.v1

Improving Aviation Safety through Modeling Accident Risk Assessment of Runway
Journal Article published 2020 Aug 21 in International Journal of Environmental Research and Public Health volume 17 issue 17 on page 6085
Authors: Yaser Yousefi, Nader Karballaeezadeh, Dariush Moazami, Amirhossein Sanaei Zahed, Danial Mohammadzadeh S., Amir Mosavi
http://dx.doi.org/10.3390/ijerph17176085

Hybrid Machine Learning Model of Support Vector Machine and Fruit Fly Optimization Algorithm for Prediction of Remaining Service Life of Flexible Pavement
Posted Content published 2019 Oct 20
Authors: Nader Karballaeezadeh, Adrienn Dineva, Amir Mosavi, Narjes Nabipour, Shahaboddin Shamshirband, Danial Mohammadzadeh
https://doi.org/10.20944/preprints201910.0238.v1

Evolutionary Prediction Model for Fine-Grained Soils Compression Index Using Gene-Expression Programming
Posted Content published 2019 Mar 4
Authors: Danial Mohammadzadeh, Seyed-Farzan Kazemi, Amir Mosavi
http://dx.doi.org/10.20944/preprints201903.0049.v1

Prediction of Compression Index of Fine-Grained Soils Using a Gene Expression Programming Model
Journal Article published 2019 May 14 in Infrastructures volume 4 issue 2 on page 26
Authors: Danial Mohammadzadeh S., Seyed-Farzan Kazemi, Amir Mosavi, Ehsan Nasseralshariati, Joseph H. M. Tah
http://dx.doi.org/10.3390/infrastructures4020026

Design and Validation of a Computational Program for Analysing Mental Maps: Aram Mental Map Analyzer
Journal Article published 2019 Jul 11 in Sustainability volume 11 issue 14 on page 3790
Authors: Farshid Aram, Ebrahim Solgi, Ester Higueras García, Danial Mohammadzadeh S., Amir Mosavi, Shahaboddin Shamshirband
http://dx.doi.org/10.3390/su11143790

Smart Cities Planning and Sustainable Urban Development through Development and Analyzing Mental Maps of Citizen Perceptions
Posted Content published 2019 Jun 17
Authors: Farshid Aram, Ebrahim Solgi, Ester Higueras Garcia, Danial Mohammadzadeh S., Amir Mosavi, Shahaboddin Shamshirband
http://dx.doi.org/10.20944/preprints201906.0158.v1

Urban Train Soil-Structure Interaction Modeling and Analysis
Posted Content published 2019 Aug 14
Authors: Danial Mohammadzadeh S., Nader Karballaeezadeh, Morteza Mohemmi, Amir Mosavi, Annamária R. Várkonyi-Kóczy
http://dx.doi.org/10.20944/preprints201908.0162.v1

Prediction of remaining service life of pavement using an optimized support vector machine (case study of Semnan–Firuzkuh road)
Journal Article published 2019 Jan 1 in Engineering Applications of Computational Fluid Mechanics volume 13 issue 1 on pages 188 to 198
Authors: Nader Karballaeezadeh, Danial Mohammadzadeh S, Shahaboddin Shamshirband, Pouria Hajikhodaverdikhan, Amir Mosavi, Kwok-wing Chau
http://dx.doi.org/10.1080/19942060.2018.1563829

Comparative Analysis of Machine Learning Models for Prediction of Remaining Service Life of Flexible Pavement
Journal Article published 2019 Dec 6 in Mathematics volume 7 issue 12 on page 1198
Authors: Narjes Nabipour, Nader Karballaeezadeh, Adrienn Dineva, Amir Mosavi, Danial Mohammadzadeh S., Shahaboddin Shamshirband
http://dx.doi.org/10.3390/math7121198

Deriving an intelligent model for soil compression index utilizing multi-gene genetic programming
Journal Article published 2016 Jan 25 in Environmental Earth Sciences volume 75 issue 3
Authors: Danial Mohammadzadeh S, Jafar Bolouri Bazaz, S. H. Vafaee Jani Yazd, Amir H. Alavi
http://dx.doi.org/10.1007/s12665-015-4889-2

Explicit formulation of bearing capacity of shallow foundations on rock masses using artificial neural networks: application and supplementary studies
Journal Article published 2014 Sep 27 in Environmental Earth Sciences volume 73 issue 7 on pages 3417 to 3431
Authors: Seyed Ali Ziaee, Ehsan Sadrossadat, Amir H. Alavi, Danial Mohammadzadeh Shadmehri
https://doi.org/10.1007/s12665-014-3630-x

An evolutionary computational approach for formulation of compression index of fine-grained soils
Journal Article published 2014 Aug in Engineering Applications of Artificial Intelligence volume 33 on pages 58 to 68
Authors: Danial Mohammadzadeh S., Jafar Bolouri Bazaz, Amir H. Alavi
http://dx.doi.org/10.1016/j.engappai.2014.03.012

Linear genetic programming for shear strength prediction of reinforced concrete beams without stirrups
Journal Article published 2014 Jun in Applied Soft Computing volume 19 on pages 112 to 120
Authors: Amir H. Gandomi, Danial Mohammadzadeh S., Juan Luis Pérez-Ordóñez, Amir H. Alavi
http://dx.doi.org/10.1016/j.asoc.2014.02.007

An empirical model for shear capacity of RC deep beams using genetic-simulated annealing
Journal Article published 2013 Sep in Archives of Civil and Mechanical Engineering volume 13 issue 3 on pages 354 to 369
Authors: A.H. Gandomi, A.H. Alavi, D. Mohammadzadeh Shadmehri, M.G. Sahab
https://doi.org/10.1016/j.acme.2013.02.007

Numerical modeling of concrete strength under multiaxial confinement pressures using linear genetic programming
Journal Article published 2013 Dec in Automation in Construction volume 36 on pages 136 to 144
Authors: Saeed K. Babanajad, Amir H. Gandomi, Danial Mohammadzadeh S., Amir H. Alavi
http://dx.doi.org/10.1016/j.autcon.2013.08.016