Select Publications

Book Chapters

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

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

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

Journal articles

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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, 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


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