Select Publications
Books
2014, Dynamics of Civil Structures, Volume 4 Proceedings of the 32nd IMAC, A Conference and Exposition on Structural Dynamics, 2014, Springer Science & Business Media
,Book Chapters
2023, 'An Unsupervised Learning Method for Indirect Bridge Structural Health Monitoring', in , pp. 121 - 131, http://dx.doi.org/10.1007/978-3-031-39117-0_13
,2020, 'Guided-Wave-Based Damage Detection in Steel Pipes', in Lecture Notes in Civil Engineering, pp. 689 - 701, http://dx.doi.org/10.1007/978-981-13-7603-0_67
,2018, 'Structural Health Monitoring Using Machine Learning Techniques and Domain Knowledge Based Features', in Zhou J; Chen F (ed.), Human and Machine Learning, SPRINGER, pp. 409 - 435, http://dx.doi.org/10.1007/978-3-319-90403-0_20
,2017, 'Adaptive one-class support vector machine for damage detection in structural health monitoring', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 42 - 57, http://dx.doi.org/10.1007/978-3-319-57454-7_4
,2016, 'Damage identification on bridges using ambient vibration testing', in Life-Cycle of Engineering Systems: Emphasis on Sustainable Civil Infrastructure, CRC Press, pp. 283 - 290, http://dx.doi.org/10.1201/9781315375175-35
,2016, 'Characterization of gradually evolving structural deterioration in jack arch bridges using support vector machine', in Maintenance, Monitoring, Safety, Risk and Resilience of Bridges and Bridge Networks, CRC Press, pp. 555 - 555, http://dx.doi.org/10.1201/9781315207681-358
,2016, 'Damage identification in the concrete jack arch bridge using spectral moments', in Maintenance, Monitoring, Safety, Risk and Resilience of Bridges and Bridge Networks, CRC Press, pp. 548 - 548, http://dx.doi.org/10.1201/9781315207681-351
,2014, 'Damage localisation using symbolic time series approach', in Dynamics of Civil Structures, Volume 4 Proceedings of the 32nd IMAC, A Conference and Exposition on Structural Dynamics, 2014, Springer Science & Business Media
,Journal articles
2024, 'Dynamic crack propagation in elasto-plastic materials using phase-field virtual modelling method', Computer Methods in Applied Mechanics and Engineering, 429, http://dx.doi.org/10.1016/j.cma.2024.117160
,2024, 'Numerical benchmark for road bridge damage detection from passing vehicles responses applied to four data-driven methods', Archives of Civil and Mechanical Engineering, 24, http://dx.doi.org/10.1007/s43452-024-01001-9
,2024, 'Ultrasonic based defect detection in steel-reinforced laminated timber structural elements using Uniform Manifold Approximation and Projection (UMAP)', Automation in Construction, 160, http://dx.doi.org/10.1016/j.autcon.2024.105296
,2024, 'A data-driven methodology for bridge indirect health monitoring using unsupervised computer vision', Mechanical Systems and Signal Processing, 210, http://dx.doi.org/10.1016/j.ymssp.2024.111109
,2024, 'An evolutionary vehicle scanning method for bridges based on time series segmentation and change point detection', Mechanical Systems and Signal Processing, 210, http://dx.doi.org/10.1016/j.ymssp.2024.111173
,2024, 'Virtual modelling aided safety assessment for ductile structures against high-velocity impact', Engineering Structures, 301, http://dx.doi.org/10.1016/j.engstruct.2023.117373
,2024, 'Optimal design of piezoelectric energy harvesters for bridge infrastructure: Effects of location and traffic intensity on energy production', Applied Energy, 355, http://dx.doi.org/10.1016/j.apenergy.2023.122285
,2024, 'Minimum variance unbiased Bayesian smoothing for input and state estimation of systems without direct Feedthrough: Mitigating Ill-Posedness of online load identification', Engineering Structures, 298, http://dx.doi.org/10.1016/j.engstruct.2023.117023
,2024, 'On the Joint Optimization of Energy Harvesting and Sensing of Piezoelectric Energy Harvesters: Case Study of a Cable-Stayed Bridge', IEEE Transactions on Intelligent Transportation Systems, 25, pp. 559 - 570, http://dx.doi.org/10.1109/TITS.2023.3309924
,2023, 'Design optimisation of piezoelectric energy harvesters for bridge infrastructure', Mechanical Systems and Signal Processing, 205, http://dx.doi.org/10.1016/j.ymssp.2023.110823
,2023, 'On the use of matrix profiles and optimal transport theory for multivariate time series anomaly detection within structural health monitoring', Mechanical Systems and Signal Processing, 204, http://dx.doi.org/10.1016/j.ymssp.2023.110797
,2023, 'Advanced virtual model assisted most probable point capturing method for engineering structures', Reliability Engineering and System Safety, 239, http://dx.doi.org/10.1016/j.ress.2023.109527
,2023, 'Unsupervised learning-based framework for indirect structural health monitoring using adversarial autoencoder', Journal of Sound and Vibration, 550, http://dx.doi.org/10.1016/j.jsv.2023.117598
,2022, 'A drive-by bridge inspection framework using non-parametric clusters over projected data manifolds', Mechanical Systems and Signal Processing, 180, http://dx.doi.org/10.1016/j.ymssp.2022.109401
,2022, 'Shape optimization of piezoelectric energy harvesters of variable thickness', Journal of Sound and Vibration, 517, http://dx.doi.org/10.1016/j.jsv.2021.116503
,2021, 'Transmissibility performance assessment for drive-by bridge inspection', Engineering Structures, 242, http://dx.doi.org/10.1016/j.engstruct.2021.112485
,2021, 'Computational simulation of eccentrically loaded reinforced concrete walls formed with modular thin-walled permanent formwork system', Journal of Building Engineering, 36, http://dx.doi.org/10.1016/j.jobe.2020.102131
,2021, 'Fast operational modal analysis of a single-tower cable-stayed bridge by a Bayesian method', Measurement: Journal of the International Measurement Confederation, 174, http://dx.doi.org/10.1016/j.measurement.2021.109048
,2021, 'Infinite mixture models for operational modal analysis: An automated and principled approach', Journal of Sound and Vibration, 491, http://dx.doi.org/10.1016/j.jsv.2020.115757
,2020, 'Drive-by-bridge inspection for damage identification in a cable-stayed bridge: Numerical investigations', Engineering Structures, 223, http://dx.doi.org/10.1016/j.engstruct.2020.110891
,2020, 'Field test investigations for condition monitoring of a concrete culvert bridge using vibration responses', Structural Control and Health Monitoring, 27, http://dx.doi.org/10.1002/stc.2614
,2020, 'Concurrent Identification of Impact Location and Force Magnitude on a Composite Panel', International Journal of Structural Stability and Dynamics, 20, http://dx.doi.org/10.1142/S0219455420420043
,2019, 'Vibration behaviour of steel-timber composite floors, part (1): Experimental & numerical investigation', Journal of Constructional Steel Research, 161, pp. 244 - 257, http://dx.doi.org/10.1016/j.jcsr.2019.07.007
,2019, 'Non-contact structural health monitoring of a cable-stayed bridge: case study', Structure and Infrastructure Engineering, 15, pp. 1119 - 1136, http://dx.doi.org/10.1080/15732479.2019.1609529
,2019, 'Damage diagnosis in bridge structures using rotation influence line: Validation on a cable-stayed bridge', Engineering Structures, 185, pp. 1 - 14, http://dx.doi.org/10.1016/j.engstruct.2019.01.124
,2019, 'Smart pothole detection system using vehicle-mounted sensors and machine learning', Journal of Civil Structural Health Monitoring, 9, pp. 91 - 102, http://dx.doi.org/10.1007/s13349-019-00323-0
,2019, 'Frequency domain decomposition-based multisensor data fusion for assessment of progressive damage in structures', Structural Control and Health Monitoring, 26, http://dx.doi.org/10.1002/stc.2299
,2019, 'A multi-way data analysis approach for structural health monitoring of a cable-stayed bridge', Structural Health Monitoring, 18, pp. 35 - 48, http://dx.doi.org/10.1177/1475921718790727
,2019, 'Cepstrum-based damage identification in structures with progressive damage', Structural Health Monitoring, 18, pp. 87 - 102, http://dx.doi.org/10.1177/1475921718804730
,2018, 'Assessment of the accuracy among the common persistent scatterer and distributed scatterer based on SqueeSAR method', IEEE Geoscience and Remote Sensing Letters, 15, pp. 1877 - 1881, http://dx.doi.org/10.1109/LGRS.2018.2864274
,2018, 'Adaptive online one-class support vector machines with applications in structural health monitoring', ACM Transactions on Intelligent Systems and Technology, 9, http://dx.doi.org/10.1145/3230708
,2018, 'FRF Sensitivity-Based Damage Identification Using Linkage Modeling for Limited Sensor Arrays', International Journal of Structural Stability and Dynamics, 18, http://dx.doi.org/10.1142/S0219455418400023
,2018, 'Nothing-on-Road Axle Detection Strategies in Bridge-Weigh-in-Motion for a Cable-Stayed Bridge: Case Study', Journal of Bridge Engineering, 23, http://dx.doi.org/10.1061/(ASCE)BE.1943-5592.0001259
,2018, 'Automated algorithm for impact force identification using cosine similarity searching', Measurement: Journal of the International Measurement Confederation, 122, pp. 648 - 657, http://dx.doi.org/10.1016/j.measurement.2018.01.016
,2018, 'A tensor-based structural damage identification and severity assessment', Sensors (Switzerland), 18, pp. 111, http://dx.doi.org/10.3390/s18010111
,2017, 'Automated Operational Modal Analysis of a Cable-Stayed Bridge', Journal of Bridge Engineering, 22, http://dx.doi.org/10.1061/(ASCE)BE.1943-5592.0001141
,2017, 'Symbolic dynamics time series analysis for assessment of barely visible indentation damage in composite sandwich structures based on guided waves', Journal of Composite Materials, 51, pp. 4129 - 4143, http://dx.doi.org/10.1177/0021998317696138
,2017, 'Structural condition assessment using entropy-based time series analysis', Journal of Intelligent Material Systems and Structures, 28, pp. 1941 - 1956, http://dx.doi.org/10.1177/1045389X16679288
,2017, 'A spectral-based clustering for structural health monitoring of the Sydney Harbour Bridge', Mechanical Systems and Signal Processing, 87, pp. 384 - 400, http://dx.doi.org/10.1016/j.ymssp.2016.10.033
,2017, 'Non-intrusive schemes for speed and axle identification in bridge-weigh-in-motion systems', Measurement Science and Technology, 28, http://dx.doi.org/10.1088/1361-6501/aa52ec
,2016, 'Evaluation of barely visible indentation damage (BVID) in CF/EP sandwich composites using guided wave signals', Mechanical Systems and Signal Processing, 76-77, pp. 497 - 517, http://dx.doi.org/10.1016/j.ymssp.2016.01.023
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