About me
Mohammad Rahmati
I’m Mohammad Rahmati, a graduated Master of Science in Structural Engineering in 2019 with a GPA of 4/4. I focused on “Seismic Assessment of Irregular Reinforced Concrete Buildings under earthquake” during my thesis. I have published my research findings in three international conference papers, and a manuscript is currently under review in the Journal of Structures.
Current research activity
Aside from my thesis topic, I am interested in structural health monitoring (SHM), especially when combined with machine learning (ML) techniques. My study on SHM resulted in the publishing of a conference paper concerning the SHM of Bridge and a manuscript with the issue of SHM merge in ML currently being revised in the Journal of Heliyon.
In addition to the two main areas above, my research interests encompass:
- Structural Health Monitoring
- Machine Learning
- Seismic Assessment of Reinforced Concrete Structures
- Resilience of Infrastructure
- Steel and Composite Structures
- Advanced Materials in Structures
Work experience background
In parallel to my research activity, I have worked in different positions since 2011, including those of project engineer, design coordinator, superintendent, construction manager, and program manager in Commercial, Industrial, and Residential Construction. Also, I have been registered as a Professional Engineer (P.E.) in Guilan province and have been licensed to work in the field of Supervision & Implementation & Construction since 2015.
Education
- M.Sc. in Structural Engineering, 2016-2019
- B.Sc. in Civil Engineering, 2007-2010
- A.Sc. in Civil Construction-Contracts Affairs, 2004-2007
Skils
Computer
- Tools: Abaqus, IDARC, ETABS, SAP2000, SAFE, AutoCAD,
- Programming: Python
Language
(score)
- TOEFL iBT: 108 (Reading: 29, Listening: 27, Speaking: 22, Writing: 30) June 22, 2022
- GRE: 321 (Quantitative Reasoning: 167, Verbal: 154, Analytical Writing: 4) June 29, 2022
Publications
Maryam Rahmati, Mohammad Rahmati, “SHM-PPOGAN: Anomaly Classification in Structural Health Monitoring Data using Proximal Policy Optimization and Generative Adversarial Network”, Heliyon, Submitted in August 2023. (Under Revision)
Conference Papers
Mohammad Rahmati, Maryam Rahmati, ” A Study on Seismic Risk Analysis “, 12th International Conference on Civil, Architecture and Urban Management, presented on March 4, 2024, Tbilisi, Georgia.
Maryam Rahmati, Mohammad Rahmati, “A Review of Structural Health Monitoring Techniques for Bridges“, 8th International Congress on Civil Engineering, Architecture and Urban Development (ICSAU08_0372) , presented on March 7, 2023, Tehran, Iran
Milad Ebrahimnejad, Mohammad Rahmati, “Study on Variation of Mode Shapes as a damage index in Vertical Geometric Irregularity RC buildings“, 5th International Conference on Applied Research in Science and Engineering (CARSE05_240), presented on November 2, 2020, Amsterdam, Netherlands.
Milad. Ebrahimnejad, Mohammad. Rahmati, “A study on seismic response of Pyramid-shaped RC frames under far-field records,” 4th International Conference on Applied Research in Science and Engineering (CARSE04_136), October 19, 2019, Brussels, Belgium
Milad. Ebrahimnejad, Mohammad. Rahmati, “A study on the damage of some vertical geometric irregular RC frames under earthquakes, “4th International Conference on Research in Science & Engineering and International Congress on Civil, Architecture, and Urbanism in Asia (ICRSIE04_388), July 18, 2019, Bangkok, Thailand.
