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 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

Hassani S; Mustapha S; Li J; Mousavi M; Dackermann U, 2025, 'Next-generation coupled structure-human sensing technology: Enhanced pedestrian-bridge interaction analysis using data fusion and machine learning', Information Fusion, 118, http://dx.doi.org/10.1016/j.inffus.2025.102983

Mousavi M; Dackermann U; Hassani S; Subhani M; Gandomi AH, 2025, 'Raw sensor data fusion using Johansen cointegration for condition assessment of concrete poles', Journal of Sound and Vibration, 599, http://dx.doi.org/10.1016/j.jsv.2024.118909

Mousavi M; Khalili N, 2025, 'VSI: An interpretable Bayesian feature selection method based on Vendi score', Knowledge Based Systems, 311, http://dx.doi.org/10.1016/j.knosys.2025.112973

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

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

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, http://dx.doi.org/10.12783/shm2023/36880

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, 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


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