Publications & Research Output

Published Journal Articles

1. Sharifi, A., Zanje S. R, Mahyawansi P., Leon A. S. (2025) Dynamics of Cyclic and Violent Geyser Eruptions in Storm Sewer Systems: An Experimental and Numerical Approach. Journal of Hydraulic Research, 63(5), 558–577. [Link]
2. Zanje, S. R., Mahyawansi, P., Sharifi, A., Leon, A. S., Petrov, V., & Infimovskiy, Y. Y. (2024). Mechanistic Understanding of Field-Scale Geysers in Stormsewer Systems Using Three-Dimensional Numerical Modeling. Processes, 13(1), 32. [Link]
3. Reihanifar, M., Takallou, A., Taheri, M., Lonbar, A. G., Ahmadi, M., & Sharifi, A. (2024). Nanotechnology Advancements in Groundwater Remediation: A Comprehensive Analysis of Current Research and Future Prospects. Groundwater for Sustainable Development, 101330. [Link]
4. Leon, A. S., Yin, Z., & Sharifi, A. (2024). A finite volume model for maintaining stationarity and reducing spurious oscillations in simulations of sewer system filling and emptying. Journal of Hydraulic Research, 62(3), 267–282. [Link]
5. Mahyawansi, P., Zanje, S. R., Sharifi, A., McDaniel, D., & Leon, A. S. (2024). Experimental investigation of storm sewer geyser using a large-scale setup. Physics of Fluids, 36(5). [Link]
6. Sharifi, A., Beris, A. T., Javidi, A. S., Nouri, M. S., Lonbar, A. G., & Ahmadi, M. (2024). Application of artificial intelligence in digital twin models for stormwater infrastructure systems in smart cities. Advanced Engineering Informatics, 61, 102485. [Link]
7. Ahmadi, M., Gholizadeh Lonbar, A., Nouri, M., Sharifzadeh Javidi, A., Tarlani Beris, A., Sharifi, A., & Salimi-Tarazouj, A. (2024). Supervised multi-regional segmentation machine learning architecture for digital twin applications in coastal regions. Journal of Coastal Conservation, 28, 44. [Link]
8. Mahyawansi, P., Zanje, S. R., Sharifi, A., McDaniel, D., & Leon, A. S. (2024). Experimental and numerical investigation of a small scale storm sewer geyser. Journal of Hydraulic Research, 62, 25–38. [Link]
9. Ahmadi, M., Nia, M. F., Asgarian, S., Danesh, K., Irankhah, E., Lonbar, A. G., & Sharifi, A. (2023). Comparative Analysis of Segment Anything Model and U-Net for Breast Tumor Detection in Ultrasound and Mammography Images. arXiv Preprint arXiv:2306.12510. [Link]
10. Ahmadi, M., Lonbar, A. G., Sharifi, A., Beris, A. T., Nouri, M., & Javidi, A. S. (2023). Application of segment anything model for civil infrastructure defect assessment. arXiv Preprint arXiv:2304.12600. [Link]
11. Ahmadi, M., Sharifi, A., Jafarian Fard, M., & Soleimani, N. (2022). Detection of brain lesion location in MRI images using convolutional neural network and robust PCA. International Journal of Neuroscience, 133, 55–66. [Link]
12. Sharifi, A., Ahmadi, M., Mehni, M. A., Jafarzadeh Ghoushchi, S., & Pourasad, Y. (2021). Experimental and numerical diagnosis of fatigue foot using convolutional neural network. Computer Methods in Biomechanics and Biomedical Engineering, 24, 1828–1840. [Link]
13. Davoudi, A., Ahmadi, M., Sharifi, A., Hassantabar, R., Najafi, N., Tayebi, A., & Others. (2021). Studying the effect of taking statins before infection in the severity reduction of COVID-19 with machine learning. BioMed Research International, 2021. [Link]
14. Sharifi, A., Ahmadi, M., & Ala, A. (2021). The impact of artificial intelligence and digital style on industry and energy post-COVID-19 pandemic. Environmental Science and Pollution Research, 28, 46964–46984. [Link]
15. Abadi, M. Q. H., Rahmati, S., Sharifi, A., & Ahmadi, M. (2021). HSSAGA: designation and scheduling of nurses for taking care of COVID-19 patients using novel method of hybrid salp swarm algorithm and genetic algorithm. Applied Soft Computing, 108, 107449. [Link]
16. Artin, J., Valizadeh, A., Ahmadi, M., Kumar, S. A. P., & Sharifi, A. (2021). Presentation of a novel method for prediction of traffic with climate condition based on ensemble learning of neural architecture search (NAS) and linear regression. Complexity, 2021, 1–13. [Link]
17. Nasirpour, M. H., Sharifi, A., Ahmadi, M., & Jafarzadeh Ghoushchi, S. (2021). Revealing the relationship between solar activity and COVID-19 and forecasting of possible future viruses using multi-step autoregression (MSAR). Environmental Science and Pollution Research, 28, 38074–38084. [Link]
18. Varmaghani, A., Matin Nazar, A., Ahmadi, M., Sharifi, A., Jafarzadeh Ghoushchi, S., & Pourasad, Y. (2021). DMTC: Optimize energy consumption in dynamic wireless sensor network based on fog computing and fuzzy multiple attribute decision-making. Wireless Communications and Mobile Computing, 2021, 1–14. [Link]
19. Ahmadi, M., Sharifi, A., & Khalili, S. (2021). Presentation of a developed sub-epidemic model for estimation of the COVID-19 pandemic and assessment of travel-related risks in Iran. Environmental Science and Pollution Research, 28, 14521–14529. [Link]
20. Ahmadi, M., Sharifi, A., Hassantabar, S., & Enayati, S. (2021). QAIS-DSNN: tumor area segmentation of MRI image with optimized quantum matched-filter technique and deep spiking neural network. BioMed Research International, 2021. [Link]
21. Hassantabar, S., Ahmadi, M., & Sharifi, A. (2020). Diagnosis and Detection of Infected Tissue of COVID-19 Patients Based on Lung X-Ray Image Using Convolutional Neural Network Approaches. Chaos, Solitons & Fractals, 110170. [Link]
22. Dorosti, S., Ghoushchi, S. J., Sobhrakhshankhah, E., Ahmadi, M., & Sharifi, A. (2020). Application of gene expression programming and sensitivity analyses in analyzing effective parameters in gastric cancer tumor size and location. Soft Computing, 24, 9943–9964. [Link]
23. Ahmadi, M., Sharifi, A., Dorosti, S., Ghoushchi, S. J., & Ghanbari, N. (2020). Investigation of effective climatology parameters on COVID-19 outbreak in Iran. Science of the Total Environment, 138705. [Link]
24. Badfar, H., Motlagh, S. Y., & Sharifi, A. (2020). Numerical Simulation of Magnetic Drug Targeting to the Stenosis Vessel Using Fe3O4 Magnetic Nanoparticles Under the Effect of Magnetic Field of Wire. Cardiovascular Engineering and Technology, 11, 162–175. [Link]
25. Ahmadi, M., Jafarzadeh-Ghoushchi, S., Taghizadeh, R., & Sharifi, A. (2019). Presentation of a new hybrid approach for forecasting economic growth using artificial intelligence approaches. Neural Computing and Applications, 1–20. [Link]
26. Sharifi, A., Ahmadi, M., Badfar, H., & Hosseini, M. (2019). Modeling and sensitivity analysis of NOx emissions and mechanical efficiency for diesel engine. Environmental Science and Pollution Research, 26, 25190–25207. [Link]
27. Sharifi, A., Motlagh, S. Y., & Badfar, H. (2019). Numerical investigation of magnetic drug targeting using magnetic nanoparticles to the Aneurysmal Vessel. Journal of Magnetism and Magnetic Materials, 474, 236–245. [Link]
28. Sharifi, A., Motlagh, S. Y., & Badfar, H. (2019). Ferrohydrodynamic analysis of heat transfer and biomagnetic fluid flow in channel under the effect of two inclined permanent magnets. Journal of Magnetism and Magnetic Materials, 472, 115–122. [Link]
29. Motlagh, S. Y., Sharifi, A., Ahmadi, M., & Badfar, H. (2019). Presentation of new thermal conductivity expression for Al2O3-water and CuO–water nanofluids using gene expression programming (GEP). Journal of Thermal Analysis and Calorimetry, 135, 195–206. [Link]
30. Sharifi, A., Yekani Motlagh, S., & Badfar, H. (2018). Investigation of the effects of two parallel wires' non-uniform magnetic field on heat and biomagnetic fluid flow in an aneurysm. International Journal of Computational Fluid Dynamics, 32(4–5), 248–259. [Link]
31. Badfar, H., Motlagh, S. Y., & Sharifi, A. (2017). Study of blood flow inside the stenosis vessel under the effect of solenoid magnetic field using ferrohydrodynamics principles. The European Physical Journal Plus, 132, 1–13. [Link]
32. Jafarzadeh-Ghoushchi, S., Sharifi, A., Ahmadi, M., & Maghami, M. (2017). Statistical study of seasonal storage solar system usage in Iran. Journal of Solar Energy Research, 2, 39–44. [Link]

Under Review

1. Sharifi, A., Zanje S. R, Mahyawansi P., Leon A. S. (2024) Understanding The Physical Processes in Storm Sewer Geysers Using Experimental and Numerical Time Traces of Superficial Flow Characteristics. Journal of Hydraulic Research. Under Review
2. Sharifi, A., Zanje S. R, Mahyawansi P., Leon A. S. (2024) A Retrofitting Solution for Geyser Eruptions in Storm Sewer Systems: Experimental and Numerical Analysis. Journal of Hydraulic Research. Under Review

Conference Papers

1. Sharifi, A., Zanje, S. R., Mahyawansi, P., & Leon, A. S. Numerical Investigation of the Physical Mechanisms behind Geysers in Storm Sewer Systems: A Slug Analysis Based on a Computational Study of Geyser Eruptions. In World Environmental and Water Resources Congress 2024 (pp. 835–845). [Link]
2. Sharifi, A., Zanje, S. R., Mahyawansi, P., & Leon, A. S. Real-Time Air-Water Volume Fraction Prediction Using Deep Learning and High-Speed Imaging. In World Environmental and Water Resources Congress 2025.
3. Yin, Z., Leon, A. S., Sharifi, A., & Amini, M. H. (2023). Optimal Control of Combined Sewer Systems to Minimize Sewer Overflows by Using Reinforcement Learning. World Environmental and Water Resources Congress 2023, 711–722. [Link]
4. Sharifi, A. (2018). Effect of solenoid magnetic field on aortic artery blood flow. First National Conference on Basic Research in Mechanical Engineering. COI: MECHEN01085.
5. Sharifi, A. (2018). Investigating the efficiency of solar energy storage systems in Iran. First National Conference on Basic Research in Mechanical Engineering. COI: MECHEN01165.