Aref Mardani

1.7k total citations
70 papers, 1.4k citations indexed

About

Aref Mardani is a scholar working on Civil and Structural Engineering, Mechanical Engineering and Automotive Engineering. According to data from OpenAlex, Aref Mardani has authored 70 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 57 papers in Civil and Structural Engineering, 40 papers in Mechanical Engineering and 16 papers in Automotive Engineering. Recurrent topics in Aref Mardani's work include Soil Mechanics and Vehicle Dynamics (54 papers), Agricultural Engineering and Mechanization (19 papers) and Soil Management and Crop Yield (14 papers). Aref Mardani is often cited by papers focused on Soil Mechanics and Vehicle Dynamics (54 papers), Agricultural Engineering and Mechanization (19 papers) and Soil Management and Crop Yield (14 papers). Aref Mardani collaborates with scholars based in Iran, United States and Canada. Aref Mardani's co-authors include Hamid Taghavifar, Hadi Taghavifar, Chuan Hu, Yechen Qin, Shahram Khalilarya, Ashkan Haji Hosseinloo, Samad Jafarmadar, Hashem Kalbkhani, Morteza Valizadeh and Gholamhossein Shahgholı and has published in prestigious journals such as Renewable and Sustainable Energy Reviews, Journal of Cleaner Production and Scientific Reports.

In The Last Decade

Aref Mardani

67 papers receiving 1.4k citations

Peers

Aref Mardani

CSE

Hamid Taghavifar Iran

Azmi Yahya Malaysia

Robert D. Grisso United States

Wan-Soo Kim South Korea

Tao Cui China

Simone Pascuzzi Italy

C. E. Goering United States

V.K. Tewari India

Dimitrios Katerıs Greece

Rajendra Machavaram India

Hamid Taghavifar Iran

Aref Mardani

896 ×1.1

CSE

876 ×1.4

866 ×2.9

143 ×0.8

155 ×0.9

Citations per year, relative to Aref Mardani Aref Mardani (= 1×) peers Hamid Taghavifar

Countries citing papers authored by Aref Mardani

Since Specialization

Citations

This map shows the geographic impact of Aref Mardani's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Aref Mardani with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Aref Mardani more than expected).

Fields of papers citing papers by Aref Mardani

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Aref Mardani. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Aref Mardani. The network helps show where Aref Mardani may publish in the future.

Co-authorship network of co-authors of Aref Mardani

This figure shows the co-authorship network connecting the top 25 collaborators of Aref Mardani. A scholar is included among the top collaborators of Aref Mardani based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Aref Mardani. Aref Mardani is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Mardani, Aref, et al.. (2025). Hybrid grey wolf optimizer-ANN for predicting wheel energy consumption in off-road vehicles and enhancing resource management. Journal of Terramechanics. 119. 101067–101067. 1 indexed citations

Mardani, Aref, et al.. (2025). Applications of machine learning in predicting rut depth in off-road environments. Scientific Reports. 15(1). 5486–5486. 2 indexed citations

Mardani, Aref, et al.. (2025). Impact of vertical load, multiple passes, and speed on rut depth in soil under pneumatic and track wheels. Scientific Reports. 15(1). 27890–27890.

Mardani, Aref, et al.. (2024). Machine learning applications in off-road vehicles interaction with terrain: An overview. Journal of Terramechanics. 116. 101003–101003. 8 indexed citations

Mardani, Aref, et al.. (2024). Predicting terrain deformation patterns in off-road vehicle-soil interactions using TRR algorithm. Journal of Terramechanics. 117. 101021–101021. 4 indexed citations

Mardani, Aref, et al.. (2023). An analytical model for stress estimation at the soil-tire interface using the dynamic contact length. Journal of Terramechanics. 111. 1–7. 10 indexed citations

Abbaspour‐Gilandeh, Yousef, et al.. (2023). Use of a Convolutional Neural Network for Predicting Fuel Consumption of an Agricultural Tractor. Resources. 12(4). 46–46. 4 indexed citations

Valizadeh, Morteza, et al.. (2021). Estimation of Optimal Cone Index by Using Neural Networks. Arabian Journal for Science and Engineering. 46(8). 7435–7443. 1 indexed citations

Mardani, Aref, M. R. Hooshmandasl, M.M. Hosseini, & Mohammad Heydari. (2017). 変数係数を用いた非線形双曲線電信方程式のための移動最小2乗(MLS)法. International Journal of Computational Methods. 14(3). 1–1750026. 8 indexed citations

10.

Taghavifar, Hamid & Aref Mardani. (2016). Off-road Vehicle Dynamics. Studies in systems, decision and control. 43 indexed citations

11.

Taghavifar, Hamid, et al.. (2016). The induced shock and impact force as affected by the obstacle geometric factors during tire-obstacle collision dynamics. Measurement. 84. 47–55. 8 indexed citations

12.

Taghavifar, Hamid, Aref Mardani, & Ashkan Haji Hosseinloo. (2016). Off-road vehicle dynamics: Stability, ride comfort, vehicle performance and modeling. Advances in Mechanical Engineering. 8(8). 1 indexed citations

13.

Taghavifar, Hadi, et al.. (2015). Appraisal of artificial neural networks to the emission analysis and prediction of CO2, soot, and NOx of n-heptane fueled engine. Journal of Cleaner Production. 112. 1729–1739. 65 indexed citations

14.

Taghavifar, Hamid, Aref Mardani, & Ashkan Haji Hosseinloo. (2015). Experimental analysis of the dissipated energy through tire-obstacle collision dynamics. Energy. 91. 573–578. 4 indexed citations

15.

Taghavifar, Hamid & Aref Mardani. (2014). Prognostication of vertical stress transmission in soil profile by adaptive neuro-fuzzy inference system based modeling approach. Measurement. 50. 152–159. 18 indexed citations

16.

Taghavifar, Hamid & Aref Mardani. (2014). Wavelet neural network applied for prognostication of contact pressure between soil and driving wheel. Information Processing in Agriculture. 1(1). 51–56. 20 indexed citations

17.

Taghavifar, Hamid & Aref Mardani. (2014). Energy consumption analysis of wheat production in West Azarbayjan utilizing life cycle assessment (LCA). Renewable Energy. 74. 208–213. 44 indexed citations

18.

Taghavifar, Hamid & Aref Mardani. (2013). Application of artificial neural networks for the prediction of traction performance parameters. Journal of the Saudi Society of Agricultural Sciences. 13(1). 35–43. 50 indexed citations

19.

Mardani, Aref, et al.. (2010). Studies on a long soil bin for soil-tool interaction.. Cercetari Agronomice in Moldova. 43(2). 5–10. 26 indexed citations

20.

Mardani, Aref, et al.. (2010). An indoor traction measurement system to facilitate research on agricultural tires. Journal of Food Agriculture & Environment. 8(2). 642–646. 4 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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