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Dr Mohsen Mousavi

Dr Mohsen Mousavi

Lecturer
  • PhD, Structural Engineering, University of Tasmania; 2016–2020, Hobart, Tasmania, Australia
  • MEng, Structural Engineering, University of Guilan; 2007–2010, Rasht, Guilan, Iran
  • BSc, Applied Mathematics; Iran University of Science and Technology (IUST)
Engineering
Civil and Environmental Engineering

Dr Mohsen Mousavi is a lecturer at the School of Civil and Environmental Engineering of the University of New South Wales. He has cultivated his expertise in engineering through years of experience in industry and academia. His contributions to the field of structural health monitoring and nondestructive damage testing are evident from his track record of publishing in top-tier journals. Throughout his career, he has been driven by a profound passion for applied mathematics and data analytics-Mohsen has a bachelor's in applied mathematics and worked as a postdoctoral researcher at the Data Science Insititute (DSI) of the University Technology Sydney for three years. His commitment lies in applying powerful mathematical and data analytics tools to various engineering domains, with the aim of fostering innovation and solving real-world challenges. He finds immense fulfillment in bridging the gap between theoretical knowledge and practical applications. Mohsen's vision is to foster interdisciplinary collaborations and promote a culture of continuous learning and exploration.
E-mail
mohsen.mousavi@unsw.edu.au
  • Book Chapters | 2023
    Mousavi M; Gandomi AH, 2023, 'Output-Only Versus Direct Input-Output Structural Condition Monitoring Methods', in , pp. 1 - 3, http://dx.doi.org/10.1007/978-3-031-34946-1_1
    Book Chapters | 2022
    Hassani S; Mousavi M; Sharif-Khodaei Z, 2022, 'Chapter 14 Smart bridge monitoring', in The Rise of Smart Cities, Elsevier, pp. 343 - 372, http://dx.doi.org/10.1016/b978-0-12-817784-6.00007-2
    Book Chapters | 2022
    Hassani S; Mousavi M; Sharif-Khodaei Z, 2022, 'Smart bridge monitoring', in The Rise of Smart Cities: Advanced Structural Sensing and Monitoring Systems, pp. 343 - 372, http://dx.doi.org/10.1016/B978-0-12-817784-6.00007-2
  • Journal articles | 2024
    Hassani S; Dackermann U; Mousavi M; Li J, 2024, 'A systematic review of data fusion techniques for optimized structural health monitoring', Information Fusion, 103, http://dx.doi.org/10.1016/j.inffus.2023.102136
    Journal articles | 2024
    Hassani S; Dackermann U; Mousavi M; Li J, 2024, 'Enhanced damage detection for noisy input signals using improved reptile search algorithm and data analytics techniques', Computers and Structures, 296, http://dx.doi.org/10.1016/j.compstruc.2024.107293
    Journal articles | 2024
    Khademi P; Mousavi M; Dackermann U; Gandomi AH, 2024, 'Enhancing load prediction for structures with concrete overlay using transfer learning of time–frequency feature-based deep models', Engineering Structures, 305, http://dx.doi.org/10.1016/j.engstruct.2024.117734
    Journal articles | 2024
    Rahimi I; Gandomi AH; Nikoo MR; Mousavi M; Chen F, 2024, 'Efficient implicit constraint handling approaches for constrained optimization problems', Scientific Reports, 14, http://dx.doi.org/10.1038/s41598-024-54841-z
    Journal articles | 2024
    Zakerzadeh M; Mousavi M; Shahbodagh B; Ng J; Khalili N, 2024, 'Optimizing Stone Mastic Asphalt mix design with TGAN-enhanced surrogate models', Construction and Building Materials, 452, http://dx.doi.org/10.1016/j.conbuildmat.2024.138863
    Journal articles | 2023
    Hassani S; Mousavi M; Dackermann U, 2023, 'Johansen cointegration of frequency response functions contaminated with nonstationary colored noise for structural damage detection', Journal of Sound and Vibration, 552, http://dx.doi.org/10.1016/j.jsv.2023.117641
    Journal articles | 2023
    Keshmiry A; Hassani S; Mousavi M; Dackermann U, 2023, 'Effects of Environmental and Operational Conditions on Structural Health Monitoring and Non-Destructive Testing: A Systematic Review', Buildings, 13, http://dx.doi.org/10.3390/buildings13040918
    Journal articles | 2023
    Khademi P; Mousavi M; Dackermann U; Gandomi AH, 2023, 'Time–frequency analysis of ultrasonic signals for quality assessment of bonded concrete', Construction and Building Materials, 403, http://dx.doi.org/10.1016/j.conbuildmat.2023.133062
    Journal articles | 2023
    Mousavi M; Taskhiri MS; Gandomi AH, 2023, 'Standing tree health assessment using contact–ultrasonic testing and machine learning', Computers and Electronics in Agriculture, 209, http://dx.doi.org/10.1016/j.compag.2023.107816
    Journal articles | 2023
    Sadeghi F; Mousavi M; Zhu X; Rashidi M; Samali B; Gandomi AH, 2023, 'Damage Detection of Composite Beams via Variational Mode Decomposition of Shear-Slip Data', Journal of Structural Engineering (United States), 149, http://dx.doi.org/10.1061/JSENDH.STENG-11309
    Journal articles | 2022
    Hassani S; Mousavi M; Gandomi AH, 2022, 'A Hilbert transform sensitivity-based model-updating method for damage detection of structures with closely-spaced eigenvalues', Engineering Structures, 268, http://dx.doi.org/10.1016/j.engstruct.2022.114761
    Journal articles | 2022
    Hassani S; Mousavi M; Gandomi AH, 2022, 'A mode shape sensitivity-based method for damage detection of structures with closely-spaced eigenvalues', Measurement: Journal of the International Measurement Confederation, 190, http://dx.doi.org/10.1016/j.measurement.2021.110644
    Journal articles | 2022
    Hassani S; Mousavi M; Gandomi AH, 2022, 'Damage detection of composite laminate structures using VMD of FRF contaminated by high percentage of noise', Composite Structures, 286, http://dx.doi.org/10.1016/j.compstruct.2022.115243
    Journal articles | 2022
    Hassani S; Mousavi M; Gandomi AH, 2022, 'Structural health monitoring in composite structures: A comprehensive review', Sensors, 22, http://dx.doi.org/10.3390/s22010153
    Journal articles | 2022
    Mousavi M; Gandomi AH; Abdel Wahab M; Glisic B, 2022, 'Monitoring onsite-temperature prediction error for condition monitoring of civil infrastructures', Structural Control and Health Monitoring, 29, http://dx.doi.org/10.1002/stc.3112
    Journal articles | 2022
    Mousavi M; Gandomi AH; Holloway D; Berry A; Chen F, 2022, 'Machine learning analysis of features extracted from time–frequency domain of ultrasonic testing results for wood material assessment', Construction and Building Materials, 342, http://dx.doi.org/10.1016/j.conbuildmat.2022.127761
    Journal articles | 2022
    Mousavi M; Holloway D; Olivier JC; Gandomi AH, 2022, 'Quaternion analysis of beam multi-type vibration data for damage detection', Structural Control and Health Monitoring, 29, http://dx.doi.org/10.1002/stc.2867
    Journal articles | 2022
    Zhang Y; Yuen KV; Mousavi M; Gandomi AH, 2022, 'Timber damage identification using dynamic broad network and ultrasonic signals', Engineering Structures, 263, http://dx.doi.org/10.1016/j.engstruct.2022.114418
    Journal articles | 2021
    Alsalah A; Holloway D; Mousavi M; Lavroff J, 2021, 'Identification of wave impacts and separation of responses using EMD', Mechanical Systems and Signal Processing, 151, http://dx.doi.org/10.1016/j.ymssp.2020.107385
    Journal articles | 2021
    Ho LV; Nguyen DH; Mousavi M; De Roeck G; Bui-Tien T; Gandomi AH; Wahab MA, 2021, 'A hybrid computational intelligence approach for structural damage detection using marine predator algorithm and feedforward neural networks', Computers and Structures, 252, http://dx.doi.org/10.1016/j.compstruc.2021.106568
    Journal articles | 2021
    Mousavi M; Gandomi AH, 2021, 'Prediction error of Johansen cointegration residuals for structural health monitoring', Mechanical Systems and Signal Processing, 160, http://dx.doi.org/10.1016/j.ymssp.2021.107847
    Journal articles | 2021
    Mousavi M; Gandomi AH, 2021, 'Structural health monitoring under environmental and operational variations using MCD prediction error', Journal of Sound and Vibration, 512, http://dx.doi.org/10.1016/j.jsv.2021.116370
    Journal articles | 2021
    Mousavi M; Gandomi AH, 2021, 'Wood hole-damage detection and classification via contact ultrasonic testing', Construction and Building Materials, 307, http://dx.doi.org/10.1016/j.conbuildmat.2021.124999
    Journal articles | 2021
    Mousavi M; Holloway D; Olivier JC; Gandomi AH, 2021, 'A baseline-free damage detection method using VBI incomplete measurement data', Measurement: Journal of the International Measurement Confederation, 174, http://dx.doi.org/10.1016/j.measurement.2020.108957
    Journal articles | 2021
    Mousavi M; Holloway D; Olivier JC; Gandomi AH, 2021, 'Beam damage detection using synchronisation of peaks in instantaneous frequency and amplitude of vibration data', Measurement: Journal of the International Measurement Confederation, 168, http://dx.doi.org/10.1016/j.measurement.2020.108297
    Journal articles | 2020
    Mousavi M; Holloway D; Olivier JC; Gandomi AH, 2020, 'A Spline Method based on the Crack Induced Deflection for Bridge Damage Detection', Advances in Engineering Software, 149, http://dx.doi.org/10.1016/j.advengsoft.2020.102894
    Journal articles | 2020
    Mousavi M; Holloway D; Olivier JC, 2020, 'A new signal reconstruction for damage detection on a simply supported beam subjected to a moving mass', Journal of Civil Structural Health Monitoring, 10, pp. 709 - 728, http://dx.doi.org/10.1007/s13349-020-00414-3
    Journal articles | 2020
    Mousavi M; Salgotra R; Holloway D; Gandomi AH, 2020, 'COVID-19 Time Series Forecast Using Transmission Rate and Meteorological Parameters as Features', IEEE Computational Intelligence Magazine, 15, pp. 34 - 50, http://dx.doi.org/10.1109/MCI.2020.3019895
    Journal articles | 2020
    Mousavi M; Taskhiri MS; Holloway D; Olivier JC; Turner P, 2020, 'Feature extraction of wood-hole defects using empirical mode decomposition of ultrasonic signals', NDT and E International, 114, http://dx.doi.org/10.1016/j.ndteint.2020.102282
    Journal articles | 2019
    Mousavi M; Holloway D; Olivier JC; Alavi AH; Gandomi AH, 2019, 'A Shannon entropy approach for structural damage identification based on self-powered sensor data', Engineering Structures, 200, http://dx.doi.org/10.1016/j.engstruct.2019.109619
    Journal articles | 2019
    Mousavi M; Holloway D; Olivier JC, 2019, 'Using a moving load to simultaneously detect location and severity of damage in a simply supported beam', JVC/Journal of Vibration and Control, 25, pp. 2108 - 2123, http://dx.doi.org/10.1177/1077546319849772
    Journal articles | 2018
    Mousavi M; Gandomi AH, 2018, 'An input–output damage detection method using static equivalent formulation of dynamic vibration', Archives of Civil and Mechanical Engineering, 18, pp. 508 - 514, http://dx.doi.org/10.1016/j.acme.2017.01.007
    Journal articles | 2016
    Mousavi M; Gandomi AH, 2016, 'A hybrid damage detection method using dynamic-reduction transformation matrix and modal force error', Engineering Structures, 111, pp. 425 - 434, http://dx.doi.org/10.1016/j.engstruct.2015.12.033
    Journal articles | 2012
    Fallah N; Mousavi M, 2012, 'An inverse approach for the calculation of flexibility coefficient of open-side cracks in beam type structures', Structural Engineering and Mechanics, 41, pp. 285 - 297, http://dx.doi.org/10.12989/sem.2012.41.2.285
    Journal articles | 2011
    Fallah N; Mousavi M, 2011, 'Using the frequency shifts for damage detection in beam type structures', Australian Journal of Basic and Applied Sciences, 5, pp. 659 - 666
  • Conference Papers | 2023
    Eghrari Z; Delavar MR; Zare M; Mousavi M; Nazari B; Ghaffarian S, 2023, 'GROUNDWATER LEVEL PREDICTION USING DEEP RECURRENT NEURAL NETWORKS AND UNCERTAINTY ASSESSMENT', in ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, pp. 493 - 500, http://dx.doi.org/10.5194/isprs-annals-X-1-W1-2023-493-2023
    Conference Papers | 2023
    Mousavi M; Gandomi AH, 2023, 'Two-Dimensional Convolutional Neural Networks for Wood Quality Assessment', in Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring, pp. 1354 - 1361, http://dx.doi.org/10.12783/shm2023/36880
    Conference Papers | 2022
    Mousavi M; Gandomi AH, 2022, 'A Robust PCA-Based Framework for Long-Term Condition Monitoring of Civil Infrastructures', in Conference Proceedings of the Society for Experimental Mechanics Series, pp. 79 - 85, http://dx.doi.org/10.1007/978-3-031-04122-8_9
    Conference Papers | 2022
    Mousavi M; Gandomi AH, 2022, 'Deep Learning-based Unsupervised Methods for Real-Time Condition Monitoring of Structures: A State-of-the-Art Survey', in Proceedings of SPIE - The International Society for Optical Engineering, http://dx.doi.org/10.1117/12.2630797
    Conference Papers | 2021
    Hassani S; Mousavi M; Gandomi AH, 2021, 'Minimizing Noise Effects in Structural Health Monitoring Using Hilbert Transform of the Condensed FRF', in Structural Health Monitoring 2021: Enabling Next-Generation SHM for Cyber-Physical Systems - Proceedings of the 13th International Workshop on Structural Health Monitoring, IWSHM 2021, pp. 915 - 922
    Conference Papers | 2021
    Mousavi M; Gandomi AH; Wahab MA, 2021, 'Structural damage identification under non-linear EOV effects using genetic programming', in GECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion, pp. 317 - 318, http://dx.doi.org/10.1145/3449726.3459569
    Conference Papers | 2021
    Mousavi M; Gandomi AH, 2021, 'Deep learning for structural health monitoring under environmental and operational variations', in Proceedings of SPIE - The International Society for Optical Engineering, http://dx.doi.org/10.1117/12.2582649
    Conference Papers | 2021
    Mousavi M; Gandomi AH, 2021, 'Unsupervised Condition Monitoring of Structures Using VMD and Isolation Forest', in Structural Health Monitoring 2021: Enabling Next-Generation SHM for Cyber-Physical Systems - Proceedings of the 13th International Workshop on Structural Health Monitoring, IWSHM 2021, pp. 550 - 557
    Conference Papers | 2013
    Taherifar A; Hadian MR; Mousavi M; Rassaf A; Ghiasi F, 2013, 'LOKOIRAN- A novel robot for rehabilitation of spinal cord injury and stroke patients', in 2013 First RSI/ISM International Conference on Robotics and Mechatronics (ICRoM), IEEE, pp. 218 - 223, presented at 2013 First RSI/ISM International Conference on Robotics and Mechatronics (ICRoM 2013), 13 February 2013 - 15 February 2013, http://dx.doi.org/10.1109/icrom.2013.6510108
    Preprints |
    Mousavi M; Taskhiri MS; Gandomi AH, Mechanised Harvesting of Standing Trees Using Contact Ultrasonic Testing and Machine Learning, , http://dx.doi.org/10.2139/ssrn.4234119

  • Postdoctoral Research Associate by invitation; Data Science Institute, University of Technology Sydney, August 2020-July 2023.
  • Honorable Mention Winner of the 500k Pandemic Response Challenge by XPRIZE and Cognizant with the team “Kangaroos" from Australia.
  • https://www.youtube.com/watch?v=TEEUhUht2D0
  • https://www.xprize.org/challenge/pandemicresponse/winners-results
  • The awardee of the best paper award from the IMAC-XL 2022 Data Science Technical Division
  • The awardee of the best paper award from SHM&ES 2023