Professor Keith Worden
School of Mechanical, Aerospace and Civil Engineering
Professor of Mechanical Engineering
+44 114 222 7758
Full contact details
School of Mechanical, Aerospace and Civil Engineering
Sir Frederick Mappin Building
Mappin Street
91Ö±²¥
S1 3JD
- Profile
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Professor Worden began academic life as a theoretical physicist, with a degree from York University and a PhD in Mechanical Engineering from Heriot-Watt University eventually followed.
A period of research at Manchester University led to an appointment at the University of 91Ö±²¥ in 1995, where he has happily remained since.
- Research interests
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Keith's research is concerned with applications of advanced signal processing and machine learning methods to structural dynamics. The primary application is in the aerospace industry, although there has also been interaction with ground transport and offshore industries.
One of the research themes concerns non-linear systems. The research conducted here is concerned with assessing the importance of non-linear modelling within a given context and formulating appropriate methods of analysis. The analysis of non-linear systems can range from the fairly pragmatic to the extremes of mathematical complexity. The emphasis within the research group here is on the pragmatic and every attempt is made to maintain contact with engineering necessity.
Another major activity within the research group concerns structural health monitoring for aerospace systems and structures. The research is concerned with developing automated systems for inspection and diagnosis, with a view to reducing the cost-of-ownership of these high integrity structures.The methods used are largely adapted from pattern recognition and machine learning; often the algorithms make use of biological concepts e.g. neural networks, genetic algorithms and ant-colony metaphors. The experimental approaches developed range from global inspection using vibration analysis to local monitoring using ultrasound.
- Publications
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Books
Journal articles
- . Mechanical Systems and Signal Processing, 224, 112151-112151.
- . Mechanical Systems and Signal Processing, 223, 111895-111895.
- . Journal of Sound and Vibration, 595, 118710-118710.
- . Mechanical Systems and Signal Processing, 223, 111602-111602.
- . Data-Centric Engineering, 5.
- . Mechanical Systems and Signal Processing, 216, 111501-111501.
- . Journal of Physics: Conference Series, 2647(19), 192004-192004.
- . Journal of Physics: Conference Series, 2647(18), 182027-182027.
- . Data-Centric Engineering, 5.
- . Mechanical Systems and Signal Processing, 209, 111119-111119.
- . Mechanical Systems and Signal Processing, 209, 111135-111135.
- . Mechanical Systems and Signal Processing, 208, 110958-110958.
- . Mechanical Systems and Signal Processing, 208, 111072-111072.
- . Measurement, 224, 113884-113884.
- . Procedia Structural Integrity, 62, 887-894.
- . Mechanical Systems and Signal Processing, 200, 110581-110581.
- . ce/papers, 6(5), 975-980.
- . Mechanical Systems and Signal Processing, 196, 110300-110300.
- . Materials, 16(4).
- . Mechanical Systems and Signal Processing, 181, 109510-109510.
- . Mechanical Systems and Signal Processing, 181, 109502-109502.
- . Frontiers in Robotics and AI, 9.
- . Journal of Sound and Vibration, 538, 117227-117227.
- . Data-Centric Engineering, 3.
- . ASME Open Journal of Engineering, 1.
- . Data-Centric Engineering, 3.
- . Mechanical Systems and Signal Processing, 173, 109000-109000.
- . Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 478(2262).
- . Journal of Sound and Vibration, 117063.
- . Journal of Civil Structural Health Monitoring.
- . Mechanical Systems and Signal Processing, 173.
- . Mechanical Systems and Signal Processing, 167, 108519-108519.
- . Mechanical Systems and Signal Processing, 166, 108473-108473.
- . Mechanical Systems and Signal Processing, 172.
- . Wind Energy.
- . Mechanical Systems and Signal Processing, 164.
- . Mechanical Systems and Signal Processing, 163.
- . Mechanical Systems and Signal Processing, 161.
- . Mechanical Systems and Signal Processing, 108530-108530.
- . Data-Centric Engineering, 2.
- . Mechanical Systems and Signal Processing, 157.
- . Mechanical Systems and Signal Processing, 156.
- . Journal of Sound and Vibration, 501.
- . Journal of Sound and Vibration, 116245-116245.
- . Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture.
- . Mechanical Systems and Signal Processing, 150, 107339-107339.
- . ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 7(1), 03120003-03120003.
- . Mechanical Systems and Signal Processing, 149.
- . Mechanical Systems and Signal Processing, 148.
- . Mechanical Systems and Signal Processing, 148.
- . Mechanical Systems and Signal Processing, 146, 106979-106979.
- . IFAC-PapersOnLine, 54(7), 655-660.
- . Journal of Medical Systems, 44(11).
- . Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 378(2182), 20190581-20190581.
- . Mechanical Systems and Signal Processing, 144.
- . Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture.
- . Journal of Sensor and Actuator Networks, 9(3).
- . Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 378(2173).
- . Mechanical Systems and Signal Processing, 140.
- . Mechanical Systems and Signal Processing, 140.
- . Mechanical Systems and Signal Processing, 138.
- . Renewable Energy, 148, 1124-1136.
- . ASCE - ASME Journal of Risk and Uncertainty in Engineering Systems, Part B. Mechanical Engineering.
- . ASCE - ASME Journal of Risk and Uncertainty in Engineering Systems, Part B. Mechanical Engineering.
- . Renewable Energy.
- . Mechanical Systems and Signal Processing, 134.
- . Mechanical Systems and Signal Processing, 123, 84-101.
- . Mechanical Systems and Signal Processing, 122, 364-386.
- . Journal of Sound and Vibration.
- . Mechanical Systems and Signal Processing, 120, 16-31.
- . Engineering Structures, 183, 1014-1026.
- . Mechanical Systems and Signal Processing, 119, 100-119.
- . Mechanical Systems and Signal Processing, 117, 383-402.
- . Structural Health Monitoring, Photogrammetry & DIC, Volume 6, 93-100.
- . Journal of Sound and Vibration, 437, 373-388.
- . Mechanical Systems and Signal Processing, 112, 194-232.
- . Strain: an international journal for experimental mechanics.
- . Strain.
- . Mechanical Systems and Signal Processing, 105, 1-15.
- . Mechanical Systems and Signal Processing, 104, 188-223.
- . Strain.
- . Mechanical Systems and Signal Processing, 103, 381-397.
- . Frontiers in Bioengineering and Biotechnology, 6(13).
- . Mechanical Systems and Signal Processing, 99, 306-325.
- . Mechanical Systems and Signal Processing, 98, 139-156.
- . Renewable Energy, 113, 1490-1502.
- . Journal of Sound and Vibration, 409, 43-64.
- . Frontiers in Built Environment, 3.
- . Progress in Aerospace Sciences, 90, 1-11.
- . Mechanical Systems and Signal Processing, 85, 977-992.
- . Mechanical Systems and Signal Processing, 84(Part B), 34-53.
- . Structural Health Monitoring, 15(5), 568-582.
- . Proceedings of the IEEE, 104(8), 1589-1603.
- . Nuclear Engineering and Design, 305, 514-523.
- . Journal of Aircraft, 53(5), 1317-1331.
- . Strain, 52(3), 175-185.
- . International Journal of Sustainable Materials and Structural Systems.
- . Journal of Intelligent Material Systems and Structures, 27(4), 549-566.
- . Journal of Vibration and Control, 22(2), 396-411.
- . Mechanical Systems and Signal Processing, 66-67, 178-200.
- . Structural Control and Health Monitoring, 23(1), 103-122.
- . Mechanical Systems and Signal Processing, 64-65, 188-216.
- . Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 373(2051).
- . Composite Structures, 127, 231-244.
- . Strain, 51(4), 324-331.
- . Journal of Sound and Vibration, 347, 279-296.
- . IEEE Transactions on Industrial Electronics, 62(10), 6636-6644.
- . Computer Methods in Applied Mechanics and Engineering, 290, 98-126.
- . Mechanical Systems and Signal Processing, 56, 109-122.
- . Strain, 51(2), 89-100.
- . Strain, 51(2), 147-155.
- . Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 373(2035), 20140075-20140075.
- . Strain, 51(4), 288-300.
- . The Aeronautical Journal, 118(1210), 1481-1497.
- . Engineering Structures, 80, 1-10.
- . IEEE/ASME Transactions on Mechatronics, 20(4), 1933-1947.
- . Journal of Sound and Vibration, 333(20), 5181-5195.
- . Journal of Sound and Vibration, 333(19), 4499-4525.
- . Journal of Sound and Vibration, 333(3), 971-990.
- . Applied Mechanics and Materials, 564, 164-169.
- . Applied Mechanics and Materials, 564, 170-175.
- . Proceedings of SPIE - The International Society for Optical Engineering, 9064.
- . Key Engineering Materials, 588, 166-174.
- . Key Engineering Materials, 588, 318-332.
- . Key Engineering Materials, 588, 43-53.
- . Conference Proceedings of the Society for Experimental Mechanics Series, 45(7), 575-583.
- . Mechanical Systems and Signal Processing.
- . Journal of Sound and Vibration, 332(19), 4696-4708.
- . Mechanical Systems and Signal Processing, 35(1-2), 16-34.
- . Conference Proceedings of the Society for Experimental Mechanics Series, 6, 543-553.
- . Journal of Sound and Vibration.
- . Key Engineering Materials, 569-570, 1109-1115.
- . Key Engineering Materials, 569-570, 884-891.
- . Key Engineering Materials, 569-570, 547-554.
- . Proceedings of SPIE - The International Society for Optical Engineering, 8695.
- . PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 468(2148), 4098-4122.
- . Structural Health Monitoring: A Machine Learning Perspective.
- Condition monitoring of a wind turbine gearbox using the empirical mode decomposition method and outlier analysis. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, 2, 1316-1323.
- . SHOCK AND VIBRATION, 19(6), 1477-1477.
- . PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 226(C11), 2610-2626.
- . Shock and Vibration, 19(5), 1027-1040.
- . Journal of Sound and Vibration, 331(20), 4488-4503.
- . Composites Science and Technology, 72(12), 1477.
- . Mechanical Systems and Signal Processing.
- . Journal of Sound and Vibration, 331(20), 4504-4517.
- . Smart Materials and Structures, 21(7).
- Bayesian sensitivity analysis of a nonlinear finite element model. Mechanical Systems and Signal Processing.
- Impact damage characterisation of composite laminates using a statistical approach. Composites Science and Technology.
- Parameter estimation and model selection for a class of hysteretic systems using Bayesian inference. Mechanical Systems and Signal Processing.
- . Gastrointest Endosc, 74(5), 1033-9.e1-3.
- . Mechanical Systems and Signal Processing, 25(7), 2462-2474.
- . P ROY SOC A-MATH PHY, 467(2133), 2712-2732.
- . P I MECH ENG H, 225(H11), 1036-1049.
- . J AIRCRAFT, 48(3), 1028-1035.
- . J Biomech, 44(8), 1499-1506.
- . COMPUT-AIDED CIV INF, 26(3), 225-238.
- . Structural Health Monitoring, 10(6), 559-572.
- . Strain, 47(6), 544-554.
- . Mechanical Systems and Signal Processing, 25(8), 2962-2975.
- Extended Analysis of a Damage Prognosis Approach Based on Interval Arithmetic. Strain.
- . Strain, 47(SUPPL. 1).
- . Mechanical Systems and Signal Processing, 25(7), 2513-2525.
- . Strain, 47(SUPPL. 1).
- . Strain, 47(SUPPL. 1).
- A cellular automaton model for predicting intergranular corrosion. Corrosion Science.
- . Mechanical Systems and Signal Processing, 25(8), 3135-3152.
- . Journal of Biomechanics, 44(8), 1499-1506.
- . International Journal of Non-Linear Mechanics, 46(6), 841-853.
- Experimental validation of a new statistical process control feature for damage detection. Mechanical Systems and Signal Processing.
- Spatial scanning for anomaly detection in acoustic emission testing of an aerospace structure. Mechanical Systems and Signal Processing.
- . MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 25(3), 1045-1061.
- . Journal of Sound and Vibration, 330(4), 743-756.
- . Mechanical Systems and Signal Processing, 25(1), 4-111.
- . MECH SYST SIGNAL PR, 24(8), 2824-2843.
- . Journal of Sound and Vibration, 329(12), 2305-2305.
- . J SOUND VIB, 329(12), 2349-2366.
- . MECH SYST SIGNAL PR, 24(4), 1114-1128.
- Vibration-based structural health monitoring using large sensor networks. SMART STRUCTURES AND SYSTEMS, 6(3), 335-347.
- Conceptual design of a hard landing indication system using a flight parameter sensor simulation model. 27th Congress of the International Council of the Aeronautical Sciences 2010, ICAS 2010, 5, 3515-3526.
- Simulation of ultrasonic lamb wave generation, propagation and detection for a reconfigurable air coupled scanner. Ultrasonics.
- Approximation of the Duffing oscillator frequency response function using the FPK equation. Journal of Sound and Vibration.
- . MECH SYST SIGNAL PR, 24(1), 211-223.
- . NONLINEAR DYNAM, 58(4), 753-775.
- . MECH SYST SIGNAL PR, 23(6), 1792-1804.
- . P I MECH ENG G-J AER, 223(G5), 525-532.
- . MECH SYST SIGNAL PR, 23(4), 1037-1061.
- . MEAS SCI TECHNOL, 20(4).
- . J SOUND VIB, 319(1-2), 119-139.
- Damage prognosis for delamination of a composite plate. Conference Proceedings of the Society for Experimental Mechanics Series.
- . MECH SYST SIGNAL PR, 23(1), 104-126.
- . PHYS STATUS SOLIDI B, 245(11), 2433-2439.
- . STRUCT HEALTH MONIT, 7(3), 215-230.
- . FATIGUE FRACT ENG M, 31(8), 629-643.
- Damage localisation in a stiffened composite panel. STRAIN, 44(4), 298-307.
- . MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 22(6), 1395-1411.
- . STRUCT CONTROL HLTH, 15(4), 540-567.
- Genetic optimisation of a neural network damage diagnostic. AERONAUTICAL JOURNAL, 112(1131), 267-274.
- . P I MECH ENG C-J MEC, 222(4), 585-597.
- . J SOUND VIB, 309(3-5), 529-544.
- A negative selection approach to detect damage in aeronautical structures with changing operating conditions. ICAS Secretariat - 26th Congress of International Council of the Aeronautical Sciences 2008, ICAS 2008, 2, 2773-2779.
- The effects of uncertainties within acoustic emission modelling. Conference Proceedings of the Society for Experimental Mechanics Series.
- Lamb waves for non-destructive evaluation of composite wing section. Conference Proceedings of the Society for Experimental Mechanics Series.
- . MECH SYST SIGNAL PR, 22(1), 155-171.
- Prognosis under uncertainty - An idealised computational case study. SHOCK AND VIBRATION, 15(3-4), 231-243.
- . MECH SYST SIGNAL PR, 22(1), 66-80.
- . J VIB ACOUST, 129(6), 784-802.
- . MECH SYST SIGNAL PR, 21(8), 3088-3107.
- . P R SOC A, 463(2082), 1639-1664.
- . MECH SYST SIGNAL PR, 21(4), 1885-1906.
- . INT J FATIGUE, 29(4), 738-747.
- . PHILOS T R SOC A, 365(1851), 303-315.
- . PHILOS T R SOC A, 365(1851), 299-301.
- . Philos Trans A Math Phys Eng Sci, 365(1851), 515-537.
- . NEURAL COMPUT APPL, 16(2), 109-124.
- Damage detection using stress waves and multivariate statistics: An experimental case study of an aircraft component. STRAIN, 43(1), 47-53.
- . MECH SYST SIGNAL PR, 21(2), 994-1007.
- . J SOUND VIB, 299(3), 672-682.
- Nonlinear system identification in structural dynamics: A short (and biased) history. Conference Proceedings of the Society for Experimental Mechanics Series.
- Nonlinear system identification in structural dynamics: Current status and future directions. Conference Proceedings of the Society for Experimental Mechanics Series.
- . MECH SYST SIGNAL PR, 21(1), 553-572.
- . MECH SYST SIGNAL PR, 21(1), 514-534.
- . IEEE T NEURAL NETWOR, 17(6), 1349-1361.
- . MECH SYST SIGNAL PR, 20(8), 1819-1831.
- . P R SOC A, 462(2074), 3097-3114.
- . J SOUND VIB, 293(1-2), 96-111.
- . MECH SYST SIGNAL PR, 20(4), 896-919.
- . MECH SYST SIGNAL PR, 20(3), 505-592.
- Choi-Wiliams time frequency analysis of a three degree freedom non-linear system. Proceedings of ISMA2006: International Conference on Noise and Vibration Engineering, 5, 2863-2872.
- . JOURNAL OF SOUND AND VIBRATION, 288(3), 601-621.
- . J SOUND VIB, 288(3), 423-429.
- . Journal of Sound and Vibration, 287(3), 645-648.
- . J SOUND VIB, 286(3), 529-547.
- . Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 219(9), 1015-1016.
- Structural health monitoring of an annular component using a statistical approach. STRAIN, 41(3), 117-127.
- . J DYN SYST-T ASME, 127(1), 125-132.
- . SMART MATER STRUCT, 14(1), 265-271.
- . SMART MATER STRUCT, 14(1), 36-42.
- An application of Holder exponents to condition monitoring. Conference Proceedings of the Society for Experimental Mechanics Series.
- Extreme value statistics from differential evolution for damage detection. Conference Proceedings of the Society for Experimental Mechanics Series.
- Special Issue on Acoustic Emission. J STRAIN ANAL ENG, 40(1), I-III.
- . MECH SYST SIGNAL PR, 19(1), 57-69.
- Homogenisation metamodelling of perforated plates. STRAIN, 40(3), 103-112.
- . Journal of Sound and Vibration, 274(3-5), 1135-1136.
- . APPLIED THERMAL ENGINEERING, 24(8-9), 1291-1300.
- . CHAOS, 14(2), 420-430.
- Sensor optimisation using an ant colony metaphor. STRAIN, 40(2), 59-65.
- . MECH SYST SIGNAL PR, 18(3), 431-455.
- . STRUCT HEALTH MONIT, 3(1), 85-98.
- Vibration-based damage assessment in steel frames using neural networks. Noise and Vibration Worldwide, 35(6), 33-34.
- . COMPUT STRUCT, 81(22-23), 2165-2172.
- Automatic classification of acoustic emission patterns. STRAIN, 39(1), 31-41.
- Genetic identification of crack-tip parameters using thermoelastic isopachics. MEAS SCI TECHNOL, 14(2), 176-183.
- . J SOUND VIB, 259(2), 345-363.
- . J SOUND VIB, 259(2), 365-385.
- . J SOUND VIB, 259(2), 323-343.
- . Structural Health Monitoring, 2(1), 57-74.
- . MECH SYST SIGNAL PR, 17(1), 119-125.
- . MECH SYST SIGNAL PR, 17(1), 171-175.
- . MECH SYST SIGNAL PR, 17(1), 73-75.
- . J INTEL MAT SYST STR, 13(9), 561-574.
- . Strain, 38(2), 45-45.
- . Journal of Sound and Vibration, 258(4), 741-761.
- Structural health monitoring using statistical pattern recognition techniques. J DYN SYST-T ASME, 123(4), 706-711.
- . J SOUND VIB, 248(2), 289-314.
- . Smart Structures and Materials 2001: Smart Structures and Integrated Systems.
- . Journal of Intelligent Materials Systems and Structures, 12(8), 529-536.
- . J INTEL MAT SYST STR, 12(8), 527-527.
- . JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES, 12(8), 529-536.
- Optimal sensor placement for fault detection. ENG STRUCT, 23(8), 885-901.
- Theoretical and experimental identification of a non-linear beam. J SOUND VIB, 244(4), 597-613.
- Damage identification using support vector machines. SMART MATERIALS & STRUCTURES, 10(3), 540-547.
- Vibration-based damage assessment in steel frames using neural networks. SMART MATERIALS & STRUCTURES, 10(3), 553-559.
- . Air & Space Europe, 3(3-4), 132-138.
- Nonlinearity in experimental modal analysis. PHILOS T ROY SOC A, 359(1778), 113-130.
- . Structural Safety, 23(3), 275-277.
- . Reliable Computing, 7(4), 341-352.
- . Strain, 37(4), 167-172.
- Detection of defects in composite plates using Lamb waves and novelty detection. INT J SYST SCI, 31(11), 1397-1409.
- Intelligent fault detection. INT J SYST SCI, 31(11), 1331-1332.
- An extension of force appropriation to the identification of non-linear multi-degree of freedom systems. J SOUND VIB, 237(1), 23-43.
- . MECH SYST SIGNAL PR, 14(5), 705-730.
- Fail-safe sensor distributions for impact detection in composite materials. SMART MATER STRUCT, 9(3), 298-303.
- Damage detection using outlier analysis. J SOUND VIB, 229(3), 647-667.
- Application of two damage detection techniques to an offshore platform. Shock and Vibration Digest, 32(1), 30-31.
- . Strain, 36(2), 61-68.
- Differential evolution based identification of automotive hydraulic engine mount model parameters. P I MECH ENG D-J AUT, 214(D3), 249-264.
- Damage identification using multivariate statistics: Kernel discriminant analysis. INVERSE PROBLEMS IN ENGINEERING, 8(1), 25-46.
- Random vibrations of a multi-degree-of-freedom non-linear system using the Volterra series. J SOUND VIB, 226(2), 397-405.
- Wavelet analysis of time-series: Coherent structures, chaos and noise. INT J BIFURCAT CHAOS, 9(3), 455-471.
- An experimental study of fail-safe sensor distributions for impact detection in composite materials. SMART MATERIALS AND STRUCTURES, 465-473.
- Random vibrations of a Duffing oscillator using the Volterra series. J SOUND VIB, 217(4), 781-789.
- Confidence bounds for frequency response functions from time series models. MECH SYST SIGNAL PR, 12(4), 559-569.
- Frequency domain analysis of NARX neural networks. J SOUND VIB, 213(5), 915-941.
- Analysis of wind fluctuations using the orthogonal wavelet transform. APPL SCI RES, 59(2-3), 205-218.
- Time-frequency analysis in gearbox fault detection using the Wigner-Ville distribution and pattern recognition. MECH SYST SIGNAL PR, 11(5), 673-692.
- Wavelet signal processing for enhanced Lamb-wave defect detection in composite plates using optical fiber detection. OPT ENG, 36(7), 1877-1888.
- Structural fault detection using a novelty measure. J SOUND VIB, 201(1), 85-101.
- A harmonic probing algorithm for the multi-input Volterra series. J SOUND VIB, 201(1), 67-84.
- Classification of faults in gearboxes - Pre-processing algorithms and neural networks. NEURAL COMPUT APPL, 5(3), 160-183.
- On jump frequencies in the response of the Duffing oscillator. J SOUND VIB, 198(4), 522-525.
- On the use of a rising-falling chirp excitation for vibration testing. J SOUND VIB, 192(2), 599-604.
- PSEUDO-FAULT INDUCTION IN ENGINEERING STRUCTURES - MULTIINPUT MULTIOUTPUT CONTROL. NONLINEAR DYNAM, 8(3), 367-384.
- ON THE OVER-SAMPLING OF DATA FOR SYSTEM-IDENTIFICATION. MECH SYST SIGNAL PR, 9(3), 287-297.
- CHARACTERIZATION OF AUTOMOTIVE SHOCK-ABSORBERS USING RANDOM-EXCITATION. P I MECH ENG D-J AUT, 209(4), 239-248.
- MODELING AND CLASSIFICATION OF NONLINEAR-SYSTEMS USING NEURAL NETWORKS .2. A PRELIMINARY EXPERIMENT. MECH SYST SIGNAL PR, 8(4), 395-419.
- MODELING AND CLASSIFICATION OF NONLINEAR-SYSTEMS USING NEURAL NETWORKS .1. SIMULATION. MECH SYST SIGNAL PR, 8(3), 319-356.
- PSEUDO-NONLINEARITIES IN ENGINEERING STRUCTURES. P ROY SOC LOND A MAT, 445(1923), 193-220.
- EXPERIMENTAL IDENTIFICATION OF MULTI-DEGREE-OF-FREEDOM NONLINEAR-SYSTEMS USING RESTORING FORCE METHODS. MODAL ANAL, 9(1), 35-55.
- IDENTIFICATION OF NONLINEAR-WAVE FORCES. J FLUID STRUCT, 8(1), 19-71.
- . Smart Materials and Structures, 2(3), 189-200.
- RENORMALIZED STRESS TENSORS ON ELLIPSES. J MATH PHYS, 33(7), 2434-2439.
- DIRECT PARAMETER-ESTIMATION FOR LINEAR AND NONLINEAR STRUCTURES. J SOUND VIB, 152(3), 471-499.
- . Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 206(1), 3-16.
- . Nonlinear Dynamics, 3(6), 413-429.
- RENORMALIZED STRESS TENSORS IN CERTAIN TRIANGLES. CLASSICAL QUANT GRAV, 9(1), 289-306.
- . Applied Ocean Research, 14(2), 107-118.
- DATA-PROCESSING AND EXPERIMENT DESIGN FOR THE RESTORING FORCE SURFACE METHOD .1. INTEGRATION AND DIFFERENTIATION OF MEASURED TIME DATA. MECH SYST SIGNAL PR, 4(4), 295-319.
- DATA-PROCESSING AND EXPERIMENT DESIGN FOR THE RESTORING FORCE SURFACE METHOD .2. CHOICE OF EXCITATION SIGNAL. MECH SYST SIGNAL PR, 4(4), 321-344.
- . Structural Health Monitoring.
- . e-Journal of Nondestructive Testing, 29(7).
- . e-Journal of Nondestructive Testing, 29(7).
- . e-Journal of Nondestructive Testing, 29(7).
- . e-Journal of Nondestructive Testing, 29(7).
- . e-Journal of Nondestructive Testing, 29(7).
- . Strain.
- . Structural Health Monitoring.
- . Sensors, 23(1), 185-185.
- . Structural Health Monitoring, 147592172211104-147592172211104.
- A Bayesian Approach for Shaft Centre Localisation in Journal Bearings. Mechanical Systems and Signal Processing.
- . Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 095440542093755-095440542093755.
- . Mechanical Systems and Signal Processing.
- . Mechanical Systems and Signal Processing.
- . Mechanical Systems and Signal Processing, 145.
- The effect of Duffing-type non-linearities and Coulomb damping on the response of an energy harvester to random excitations.
- . Frontiers in Built Environment, 6.
- . Vibration, 3(3), 281-303.
- Equation discovery for nonlinear dynamical systems: a Bayesian viewpoint. Mechanical Systems and Signal Processing.
- On risk-based active learning for structural health monitoring.
- Canonical-Correlation-Based Fast Feature Selection.
- . Wind Energy Science, 6(5), 1107-1116.
Chapters
- , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 19-31). Springer Nature Switzerland
- , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 85-91). Springer Nature Switzerland
- , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 59-68). Springer Nature Switzerland
- , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 117-127). Springer Nature Switzerland
- , Lecture Notes in Civil Engineering (pp. 606-614). Springer Nature Switzerland
- , Lecture Notes in Civil Engineering (pp. 33-43). Springer Nature Switzerland
- , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 125-135). Springer Nature Switzerland
- , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 59-66). Springer Nature Switzerland
- , Data Driven Methods for Civil Structural Health Monitoring and Resilience (pp. 120-180). CRC Press
- , Topics in Modal Analysis & Parameter Identification, Volume 8 (pp. 45-57). Springer International Publishing
- , Data Science in Engineering, Volume 10 (pp. 73-81). Springer Nature Switzerland
- , Data Science in Engineering, Volume 10 (pp. 63-71). Springer Nature Switzerland
- , Computational Methods in Engineering & the Sciences (pp. 121-147). Springer International Publishing
- , Computational Methods in Engineering & the Sciences (pp. 85-119). Springer International Publishing
- , Lecture Notes in Civil Engineering (pp. 965-974). Springer International Publishing
- , Lecture Notes in Civil Engineering (pp. 995-1004). Springer International Publishing
- , Lecture Notes in Civil Engineering (pp. 1095-1106). Springer International Publishing
- , Nonlinear Structures & Systems, Volume 1 (pp. 135-147). Springer International Publishing
- , Nonlinear Structures & Systems, Volume 1 (pp. 165-175). Springer International Publishing
- , Model Validation and Uncertainty Quantification, Volume 3 (pp. 1-16). Springer International Publishing
- , Nonlinear Structures & Systems, Volume 1 (pp. 297-300). Springer International Publishing
- , Ageing and Life Extension of Offshore Facilities (pp. 143-157). ASME
- , Handbook of Experimental Structural Dynamics (pp. 989-1061). Springer New York
- , Structural Integrity (pp. 389-411). Springer International Publishing
- , Structural Integrity (pp. 413-435). Springer International Publishing
- , Handbook of Experimental Structural Dynamics (pp. 1-72). Springer New York
- , Data Science in Engineering, Volume 9 (pp. 67-77). Springer International Publishing
- , Data Science in Engineering, Volume 9 (pp. 103-114). Springer International Publishing
- , Data Science in Engineering, Volume 9 (pp. 253-261).
- , Data Science in Engineering, Volume 9 (pp. 199-211).
- , Data Science in Engineering, Volume 9 (pp. 1-8).
- , Data Science in Engineering, Volume 9 (pp. 169-184).
- , Data Science in Engineering, Volume 9 (pp. 35-46).
- , Data Science in Engineering, Volume 9 (pp. 47-63).
- , Data Science in Engineering, Volume 9 (pp. 185-197).
- , Lecture Notes in Civil Engineering (pp. 494-504). Springer International Publishing
- , Lecture Notes in Civil Engineering (pp. 947-957). Springer International Publishing
- , Lecture Notes in Civil Engineering (pp. 415-426). Springer International Publishing
- , Topics in Modal Analysis & Testing, Volume 8 (pp. 41-50). Springer International Publishing
- , Topics in Modal Analysis & Testing, Volume 8 (pp. 51-59). Springer International Publishing
- , Model Validation and Uncertainty Quantification, Volume 3 (pp. 187-199). Springer International Publishing
- , Model Validation and Uncertainty Quantification, Volume 3 (pp. 287-302). Springer International Publishing
- , Model Validation and Uncertainty Quantification, Volume 3 (pp. 209-215). Springer International Publishing
- , Model Validation and Uncertainty Quantification, Volume 3 (pp. 247-253). Springer International Publishing
- , Model Validation and Uncertainty Quantification, Volume 3 (pp. 237-246). Springer International Publishing
- , Handbook of Experimental Structural Dynamics (pp. 1-72).
- , Special Topics in Structural Dynamics & Experimental Techniques, Volume 5 (pp. 77-81). Springer International Publishing
- , Special Topics in Structural Dynamics & Experimental Techniques, Volume 5 (pp. 111-122). Springer International Publishing
- , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 29-38). Springer International Publishing
- , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 223-233). Springer International Publishing
- , Surrogate-Based Modeling and Optimization (pp. 337-358). Springer New York
- , Aluminium Alloy Corrosion of Aircraft Structures (pp. 59-75). WIT Press
- Structural Health Monitoring using Pattern Recognition (pp. 183-246).
- , Structural Health Monitoring of Civil Infrastructure Systems (pp. xi-xiv). Elsevier
- Damage localization of carbon fiber–reinforced plastic composite and perspex plates using novelty indices and the cross-validation set of multilayer perceptron neural network, Composite Materials Technology: Neural Network Applications (pp. 115-133).
- Damage identification and localization of carbon fiber reinforced plastic composite plate using outlier analysis and multilayer perceptron neural network, Composite Materials Technology: Neural Network Applications (pp. 79-114).
- , Structural Health Monitoring of Civil Infrastructure Systems (pp. 305-335).
- In Boller C, Chang F & Fujino YZ (Ed.), Encyclopedia of structural health monitoring (pp. 1239-1250). Chichester: Wiley.
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- , Experimental Analysis of Nano and Engineering Materials and Structures (pp. 921-922). Springer Netherlands
- , Experimental Analysis of Nano and Engineering Materials and Structures (pp. 865-866). Springer Netherlands
- , Smart Technologies (pp. 1-5). WORLD SCIENTIFIC
- , Smart Technologies (pp. 71-107). WORLD SCIENTIFIC
- , The Duffing Equation (pp. 323-354). John Wiley & Sons, Ltd
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- , Nonlinear Dynamics of Production Systems (pp. 349-367). Wiley-VCH Verlag GmbH & Co. KGaA
- , Health Monitoring of Aerospace Structures (pp. 163-206). John Wiley & Sons, Ltd
- , Damage Assessment of Structures VI (pp. 151-158). Trans Tech Publications Ltd.
- , Damage Assessment of Structures VI (pp. 135-142). Trans Tech Publications Ltd.
- , Advanced Materials Research (pp. 117-124). Trans Tech Publications Ltd.
Conference proceedings papers
- . e-Journal of Nondestructive Testing, Vol. 2024(07). Potsdam, Germany, 10 June 2024 - 10 June 2024.
- Decoupling nonlinear normal modes using normalising flows. Proceedings of the 42nd International Modal Analysis Conference. Orlando, Florida. United States, 29 January 2024 - 29 January 2024.
- On the topology and geometry of population-based SHM. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 3120-3137)
- Cost-informed dimensionality reduction for structural digital twin technologies. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 4529-4542)
- Towards an active-learning approach to resource allocation for population-based damage prognosis. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 3343-3353)
- Using higher-order frequency response functions from NARX models to support activation function choices. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 2294-2307)
- (pp 81-91)
- (pp 151-158)
- (pp 51-70)
- (pp 19-25)
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- (pp 43-52)
- (pp 95-103)
- (pp 83-93)
- (pp 53-61)
- Hierarchical Bayes for population-based modelling of FRFs with temperature variation. Proceedings of the XII International Conference on Structural Dynamics. Delft, The Netherlands, 2 July 2023 - 2 July 2023.
- On the Influence of Structural Attributes for Assessing Similarity in Population-Based Structural Health Monitoring. Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring (pp 1553-1562)
- A Comparison of Structural Similarity Metrics within Population-Based Structural Health Monitoring. Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring (pp 176-185)
- On Engle-Granger Cointegration Using Treed Gaussian Processes. Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring (pp 2833-2843)
- (pp 408-418)
- (pp 139-149)
- Semi-supervised risk-based active learning using inspection and maintenance information. Proceedings of ISMA 2022-International Conference on Noise and Vibration Engineering and USD 2022-International Conference on Uncertainty in Structural Dynamics. Leuven, Belgium, 12 September 2022 - 12 September 2022.
- On robustness of optimal sensor placement to environmental variation for SHM. Proceedings of the 13th International Workshop on Structural Health Monitoring 2021: Enabling Next-Generation SHM for Cyber-Physical Systems (pp 977-987). 439 North Duke Street, Lancaster, Pennsylvania, 17602, U.S.A.
- Assessment criteria for optimal sensor placement for a structural health monitoring system. Proceedings of the 13th International Workshop on Structural Health Monitoring 2021: Enabling Next-Generation SHM for Cyber-Physical Systems (pp 365-375). 439 North Duke Street, Lancaster, Pennsylvania, 17602, U.S.A.
- . Lecture Notes in Civil Engineering, Vol. 270, 4 July 2022 - 7 July 2022.
- On the Application of Variational Auto Encoders (VAE) for Damage Detection in Rolling Element Bearings. Proceedings of the Thirteenth International Workshop on Structural Health Monitoring, IWSHM 2021 (pp 388-397). Lancaster, PA,. USA, 15 March 2022 - 17 March 2022.
- . Proceedings of the 13th International Workshop on Structural Health Monitoring
- . Proceedings of the 13th International Workshop on Structural Health Monitoring
- . Proceedings of the 13th International Workshop on Structural Health Monitoring
- . Proceedings of the 13th International Workshop on Structural Health Monitoring
- . Proceedings of the 13th International Workshop on Structural Health Monitoring
- . Proceedings of the 13th International Workshop on Structural Health Monitoring
- . Proceedings of the 13th International Workshop on Structural Health Monitoring
- (pp 45-57)
- (pp 23-41)
- (pp 49-60)
- (pp 95-108)
- (pp 135-149)
- . Conference Proceedings of the Society for Experimental Mechanics Series (pp 149-161)
- Enhanced uncertainty quantification for acoustic emission localisation. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 4890-4903)
- A comparison of kernel and deep domain adaptation methods for SHM. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 3662-3670)
- Virtual sensing for SHM: a comparison between Kalman filters and Gaussian processes. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 3792-3803)
- On higher-order frequency response functions from kernel-NARX methods. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 2301-2315)
- Bayesian identification of material properties for a fibre-composite plate, via dispersion curves. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 1866-1874)
- A nonparametric Bayesian approach for the detection of acoustic emission events in time series signals. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 4777-4787)
- On quantifying the similarity of structures via a Graph Neural Network for population-based structural health monitoring. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 3713-3721)
- Investigating the effects of temperature variation in vibration-based SHM. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 3620-3628)
- Investigating experimental repeatability and feature consistency in vibration-based SHM using nominally-identical helicopter blades. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2022-August (pp 165-169)
- Towards risk-informed decision-making for population-based structural health monitoring. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2022-August (pp 425-428)
- . Data Science in Engineering, Volume 9 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021 (pp 87-98). Virtual conference, 8 February 2021 - 11 February 2021.
- . Data Science in Engineering, Volume 9 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021 (pp 75-86). Virtual conference, 8 February 2021 - 11 February 2021.
- . Health Monitoring of Structural and Biological Systems XV, 22 March 2021 - 27 March 2021.
- (pp 221-236)
- (pp 201-212)
- Nonlinear Gaussian process latent force models for input estimation in hysteretic systems. UNCECOMP Proceedings, Vol. 2021-June
- On assessing the similarity of wind turbines for population-based structural health monitoring. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 1783-1788)
- On Domain-Adapted Gaussian Mixture Models for Population-Based Structural Health Monitoring. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 663-670)
- Automated Feature Extraction for Damage Detection: A Pseudo-fault Framework for Population-based SHM. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 655-661)
- When is a Bridge not an Aeroplane?. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 1775-1781)
- PBSHM - Guidance for ensuring quality when creating an IE model for a bridge. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 1789-1795)
- Comparison of bridge topology before and after repair using attributed graph comparisons towards population based SHM. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 1797-1802)
- Creating a network of structures based on physical similarity. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 1803-1808)
- On Implementing an Irreducible Element Model Schema for Population-Based Structural Health Monitoring. 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 905-914)
- (pp 109-114)
- . Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics. Houston, TX, USA, 10 February 2020 - 13 February 2020.
- Towards population-based structural health monitoring, Part III: Graphs, networks and communities. Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics
- Towards population-based structural health monitoring, Part VII: EoV fields: environmental mapping. Conference Proceedings of the Society for Experimental Mechanics Series
- Lamb wave mode separation using dispersion curves. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 2891-2898)
- . XI International Conference on Structural Dynamics, 23 November 2020 - 26 November 2020.
- . XI International Conference on Structural Dynamics, 23 November 2020 - 26 November 2020.
- . XI International Conference on Structural Dynamics, 23 November 2020 - 26 November 2020.
- Uncertainty quantification framework for structural model of wind turbine blades. Proceedings of the International Conference on Structural Dynamic , EURODYN, Vol. 2 (pp 3911-3920)
- On decision-making for adaptive models combining physics and data. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3623-3637)
- A spatiotemporal dual Kalman filter for the estimation of states and distributed inputs in dynamical systems. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3591-3597)
- Power mapping: A wind turbine performance indicator in population-based structural health monitoring. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3863-3869)
- On the quantification of structural uncertainties of blades and their effect on wind turbine loads. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3853-3862)
- A sparse Bayesian approach to model structure selection and parameter estimation of dynamical systems using spike-and-slab priors. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3639-3653)
- . Journal of Physics: Conference Series, Vol. 1264(1). Valpre, Lyon, France, 15 April 2019 - 17 April 2019.
- . Journal of Physics: Conference Series, Vol. 1264. Valpre, Lyon, France, 15 April 2019 - 17 April 2019.
- . Journal of Physics: Conference Series, Vol. 1264. Valpre, Lyon, France, 15 April 2019 - 17 April 2019.
- . Model Validation and Uncertainty Quantification, Volume 3, Vol. 3 (pp 285-295). Reno, NV, USA, 3 June 2019 - 6 June 2019.
- . Model Validation and Uncertainty Quantification, Volume 3, Vol. 3 (pp 267-272). Reno, NV, USA, 3 June 2019 - 6 June 2019.
- A nonlinear robust outlier detection approach for SHM. 8th IOMAC - International Operational Modal Analysis Conference, Proceedings (pp 107-114)
- (pp 157-159)
- (pp 141-151)
- Statistical analysis of damage indicators based on ultrasonic testing with embedded piezoelectric transducers. 9th ECCOMAS Thematic Conference on Smart Structures and Materials, SMART 2019 (pp 251-262)
- . Journal of Physics: Conference Series, Vol. 1106(1)
- . Journal of Physics: Conference Series, Vol. 1106(1), 2 July 2018 - 4 July 2018.
- . Journal of Physics: Conference Series, Vol. 1106(1), 2 July 2018 - 4 July 2018.
- Convolutional neural networks for the detection of damaged fasteners in engineering structures. Proceedings of the 9th European workshop on structural health monitoring (EWSHM 2019), 10 July 2018 - 13 July 2018.
- . Advances in Transdisciplinary Engineering, Vol. 8 (pp 63-68)
- Using wavelet level variance and the discrete wavelet transform to monitor postoperative healing of vocal cords. 9th European Workshop on Structural Health Monitoring, EWSHM 2018
- Outlier ensembles: An alternative robust method for inclusive outlier analysis with structural health monitoring data. 9th European Workshop on Structural Health Monitoring, EWSHM 2018
- A semi-supervised bayesian non-parametric approach to damage detection. 9th European Workshop on Structural Health Monitoring, EWSHM 2018
- Fault diagnosis of wind turbine structures using decision tree learning algorithms with big data. Safety and Reliability - Safe Societies in a Changing World - Proceedings of the 28th International European Safety and Reliability Conference, ESREL 2018 (pp 3053-3062)
- On NARX models using treed Gaussian processes. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 2775-2782)
- On the use of pseudo-damage to represent damage to structures in population-based Structural Health Monitoring. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 3709-3722)
- Pseudo-faults (or damage metaphors) for SHM: A discussion on their practical use. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 3825-3835)
- Outlier analysis under uncertainty: Applications to structural health monitoring. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 4985-4999)
- A Bayesian filtering approach to operational modal analysis with recovery of forcing signals. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 5181-5194)
- ABC-NS: a new computational inference method applied to parameter estimation and model selection in structural dynamics. 23 Congrès Français de Mécanique, 1 September 2017.
- . Journal of Physics: Conference Series, Vol. 842 (pp 012025-012025)
- . Journal of Physics: Conference Series, Vol. 842
- . Journal of Physics: Conference Series, Vol. 842
- . Journal of Physics: Conference Series, Vol. 842
- Aspects of Computational Intelligence in Structural Dynamics: Structural Health Monitoring. 2017 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI) (pp 1677-1683)
- (pp 85-97)
- . 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 27 November 2017 - 1 December 2017.
- (pp 167-178)
- (pp 359-366)
- (pp 179-188)
- (pp 329-337)
- (pp 119-129)
- On the choice of optimisation scheme for Gaussian process hyperparameters in SHM problems. Structural Health Monitoring 2017: Real-Time Material State Awareness and Data-Driven Safety Assurance - Proceedings of the 11th International Workshop on Structural Health Monitoring, IWSHM 2017, Vol. 2 (pp 2103-2111)
- . Procedia Engineering, Vol. 199 (pp 1994-2000)
- (pp 203-221)
- . Mechanical Systems and Signal Processing, Vol. 84 (pp 34-53)
- Identification of nonlinear dynamical systems using approximate Bayesian computation based on a sequential Monte Carlo sampler. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 2551-2565)
- An exploratory study of the suitability of a wind turbine blade as a nonlinear demonstrator. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 4069-4080)
- . Journal of Physics: Conference Series, Vol. 744 (pp 012025-012025)
- On the usage of active learning for SHM. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 4033-4043)
- On the validation of nonlinear MDOF system models. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 2785-2796)
- Tool wear prediction and damage detection in milling using hidden Markov models. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 3391-3402)
- Data-based classifiers for identification of aircraft landing characteristics. 8th European Workshop on Structural Health Monitoring, EWSHM 2016, Vol. 1 (pp 93-101)
- Data visualization approach for operational loading variations of an aircraft wing box using vibration based damage detection. 8th European Workshop on Structural Health Monitoring, EWSHM 2016, Vol. 4 (pp 2893-2902)
- (pp 191-201)
- (pp 145-153)
- (pp 23-36)
- (pp 509-520)
- (pp 321-326)
- (pp 315-320)
- (pp 325-345)
- Experimental evaluation of environmental effects on a polymer-coated aluminium structure: A time-series analysis and pattern recognition approach. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 3295-3307)
- . IFAC-PapersOnLine, Vol. 48(21) (pp 1-17)
- Non-stationary models for predicting strain on aircraft landing gear from flight data measurements. 34th ICAF Conference and 28th ICAF Symposium, ICAF 2015, Vol. 1 (pp 162-172)
- (pp 57-65)
- . Proceedings of the International Conference on Bio-inspired Systems and Signal Processing, 12 January 2015 - 15 January 2015.
- (pp 185-191)
- Sensitivity analysis of an Advanced Gas-cooled Reactor control rod model. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 4587-4600)
- Bayesian parameter estimation and model selection of a nonlinear dynamical system using reversible jump Markov chain Monte Carlo. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 1253-1266)
- . MATEC Web of Conferences, Vol. 16 (pp 02004-02004)
- Bayesian System Identification of nonlinear systems: Informative training data through experimental design. Proceedings of the International Conference on Structural Dynamic , EURODYN, Vol. 2014-January (pp 3009-3014)
- . Topics in Modal Analysis II, Volume 8 : Proceedings of the 32nd IMAC, A Conference and Exposition on Structural Dynamics, 2014, Vol. 8 (pp 257-265). Orlando, FL, USA, 3 February 2014 - 6 February 2014.
- (pp 277-284)
- (pp 315-335)
- Fatigue Crack Detection in Vibrating Structures Using Outlier Detection Analysis. 2014 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2014) (pp 2298-2303)
- Aircraft parametric structural load monitoring using Gaussian process regression. 7th European Workshop on Structural Health Monitoring, EWSHM 2014 - 2nd European Conference of the Prognostics and Health Management (PHM) Society (pp 1933-1940)
- Use of a spatially adaptive thresholding method for the condition monitoring of a wind turbine gearbox. 7th European Workshop on Structural Health Monitoring, EWSHM 2014 - 2nd European Conference of the Prognostics and Health Management (PHM) Society (pp 496-503)
- Wind turbine structural health monitoring: A short investigation based on SCADA data. 7th European Workshop on Structural Health Monitoring, EWSHM 2014 - 2nd European Conference of the Prognostics and Health Management (PHM) Society (pp 512-519)
- Autoregressive Gaussian processes for structural damage detection. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 469-483)
- An experimental investigation of feature complexity and diversity in nominally similar test structures. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 4665-4674)
- Nonlinear robust regression analysis as a means of exploring SHM data. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 513-525)
- Sensitivity analysis using a Bayesian mixture of experts model for a bifurcating Duffing oscillator. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 4437-4452)
- Towards an ontology for verification and validation in structural dynamics. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 1171-1178)
- (pp 297-308)
- Nonlinear modal analysis using pattern recognition. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 3017-3028)
- (pp 111-121)
- Coulomb friction-induced damping estimation at the crack interface for cantilever-type specimen. 11th International Conference on Recent Advances in Structural Dynamics. Pisa, Italy, 1 July 2013 - 3 July 2013.
- Damage detection in a glass plate using outlier analysis. Key Engineering Materials, Vol. 569-570 (pp 847-853)
- An approach to fault detection using a unified linear Gaussian framework. Structural Health Monitoring 2013: A Roadmap to Intelligent Structures - Proceedings of the 9th International Workshop on Structural Health Monitoring, IWSHM 2013, Vol. 2 (pp 2752-2759)
- On the Structural Health Monitoring of Repaired Aerospace Structures. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 956-+)
- Auto-Association and Novelty Detection: Truths and Myths?. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 243-250)
- Bayesian Regression Trees as Surrogate Models for the Health Monitoring of Civil Infrastructure. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 351-360)
- Cointegration for the Removal of Environmental and Operational Effects Using a Single Sensor. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 2400-2406)
- Prediction of Landing Gear Loads from Flight Test Data Using Gaussian Process Regression. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 1452-+)
- . Research and Applications in Structural Engineering, Mechanics and Computation - Proceedings of the 5th International Conference on Structural Engineering, Mechanics and Computation, SEMC 2013 (pp 2309-2314)
- Applicability of a Markov-chain Monte Carlo method for damage detection on data from the Z-24 and Tamar suspension bridges. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 1 (pp 747-754)
- The effect of attenuation on the identification of impact damage in CFRP laminates. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 1 (pp 698-706)
- Damage detection on the NPL footbridge under changing environmental conditions. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 2 (pp 1124-1131)
- Prediction of landing gear loads using machine learning techniques. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 2 (pp 1056-1063)
- Impact damage detection for composite material typical of wind turbine blades using novelty detection. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 2 (pp 1287-1296)
- Identification of hysteretic systems using self-adaptive optimisation. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2012) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2012) (pp 2491-2501)
- Use of the Teager-Kaiser energy operator for condition monitoring of a wind turbine gearbox. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2012) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2012) (pp 4255-4268)
- Application of pattern recognition for damage classification in scarf repairs. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2012) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2012) (pp 857-868)
- The modelling of friction in a randomly excited energy harvester. Proceedings of the 2012 International Conference on Modal Analysis Noise and Vibration Engineering. Orlando, FL
- Higher-order frequency response functions from Gaussian Process NARX models. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2012) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2012) (pp 2575-2589)
- . Journal of Physics: Conference Series, Vol. 382(1)
- . MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS 2012 (MPSVA 2012), Vol. 382
- . MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS 2012 (MPSVA 2012), Vol. 382
- . MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS 2012 (MPSVA 2012), Vol. 382
- . Key Engineering Materials, Vol. 518 (pp 298-318)
- . Key Engineering Materials, Vol. 518 (pp 76-86)
- . Key Engineering Materials, Vol. 518 (pp 319-327)
- . Bridge Maintenance, Safety, Management, Resilience and Sustainability - Proceedings of the Sixth International Conference on Bridge Maintenance, Safety and Management (pp 745-752)
- . Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 6 (pp 657-667)
- . Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 4 (pp 49-56)
- . Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 4 (pp 57-65)
- . Proceedings of SPIE - The International Society for Optical Engineering, Vol. 8348
- . Proceedings of SPIE - The International Society for Optical Engineering, Vol. 8343
- Identification and quantification of nonlinearities arising from a crack operating in flexural and torsion mode. 4th International Operational Modal Analysis Conference. Istanbul, Turkey, 9 May 2011 - 11 May 2011.
- Experimental investigation of MAC based crack detection technique for repeating structures. 4th International Operational Modal Analysis Conference,. Istanbul, Turkey, 9 May 2011 - 11 May 2011.
- Fatigue crack detection in vibrating structures using outlier detection analysis. Proceedings of the 8th International Conference on Structural Dynamics, EURODYN 2011 (pp 2298-2303)
- Intermittent fault detection in gearboxes-a simulated case study. 18th International Congress on Sound and Vibration 2011, ICSV 2011, Vol. 3 (pp 2126-2134)
- . 9TH INTERNATIONAL CONFERENCE ON DAMAGE ASSESSMENT OF STRUCTURES (DAMAS 2011), Vol. 305
- Impact damage characterisation using a statistical approach. Structural Health Monitoring 2011: Condition-Based Maintenance and Intelligent Structures - Proceedings of the 8th International Workshop on Structural Health Monitoring, Vol. 1 (pp 1274-1282)
- An Experimental and Numerical Investigation of Damage Detection in a Mistuned Bladed Disc. STRUCTURAL HEALTH MONITORING 2011: CONDITION-BASED MAINTENANCE AND INTELLIGENT STRUCTURES, VOL 1 (pp 1258-1265)
- Understanding the Effects of a Breathing Crack on the Dynamic Response of Cantilever-type Structures for Damage Detection. STRUCTURAL HEALTH MONITORING 2011: CONDITION-BASED MAINTENANCE AND INTELLIGENT STRUCTURES, VOL 1 (pp 848-855)
- Nonlinear Cointegration as a Combinatorial Optimisation Problem. STRUCTURAL HEALTH MONITORING 2011: CONDITION-BASED MAINTENANCE AND INTELLIGENT STRUCTURES, VOL 1 (pp 87-94)
- Cointegration and SHM of Bridges. STRUCTURAL HEALTH MONITORING 2011: CONDITION-BASED MAINTENANCE AND INTELLIGENT STRUCTURES, VOL 1 (pp 63-+)
- Cointegration and SHM of bridges. Structural Health Monitoring 2011: Condition Based Maintenance and Intelligent Structures (pp 63-71). Stanford, California, September 2011.
- . Journal of Physics: Conference Series, Vol. 305(1)
- . Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 2 (pp 77-91)
- . Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 2 (pp 67-75)
- . 9th International Conference on Damage Assessment of Structures. Oxford, UK
- . Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 5 (pp 83-92)
- . Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 1 (pp 195-201)
- . Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 2 (pp 153-163)
- . Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 6 (pp 91-101)
- . Proceedings of SPIE - The International Society for Optical Engineering, Vol. 7984
- . Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 5 (pp 21-32)
- Experimental studies on impact damage location in composite aerospace structures using genetic algorithms and neural networks. SMART STRUCTURES AND SYSTEMS, Vol. 6(2) (pp 147-165)
- (pp 1-17)
- Comparing the bispectrum, coherence function and Hilbert transform as methods of nonlinear identification. Proceedings of ISMA 2010 - International Conference on Noise and Vibration Engineering, including USD 2010 (pp 3145-3158)
- Long-term monitoring and data analysis of the Tamar bridge. Proceedings of ISMA 2010 - International Conference on Noise and Vibration Engineering, including USD 2010 (pp 1345-1357)
- Non-linearity detection in a masonry arch bridge model subject to artificial settlements. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 1133-1138)
- Complexity: A new axiom for Structural Health Monitoring. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 882-888)
- Bayesian sensitivity analysis of flight parameters in the development of a hard landing indication system. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 145-153)
- On sensor placement for impact location: Optimisation under the effect of uncertainties. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 402-407)
- An approach to nonlinear cointegration with a view towards SHM. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 875-881)
- Towards implementation of reconfigurable robotic strategies for structural health monitoring. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 665-672)
- Damage detection in a masonry arch bridge model using outlier analysis. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 252-257)
- Bayesian Sensitivity Analysis of a Bifurcating Duffing Oscillator. PROCEEDINGS OF ISMA2010 - INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING INCLUDING USD2010 (pp 5247-5259)
- Crack Detection in Mistuned Repeating Structures. PROCEEDINGS OF ISMA2010 - INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING INCLUDING USD2010 (pp 1083-1097)
- Damage location using added masses in a Piper Tomahawk aircraft wing. Proceedings of ISMA 2010: International Conference on Noise and Vibration Engineering. Leuven, Belgium
- DETECTION OF DAMAGE IN REPEATING STRUCTURES. PROCEEDINGS OF THE ASME TURBO EXPO 2010, VOL 6, PTS A AND B (pp 1053-1061)
- Long-term monitoring and data analysis of the Tamar Bridge. PROCEEDINGS OF ISMA2010 INCLUDING USD2010 (pp 1345-1358). Leuven, Belgium, 20 September 2010 - 22 September 2010.
- Performance of linear and nonlinear resonant frequency energy harvesters under uncertain loading conditions.. Proceedings of the 2010 International Conference on Modal Analysis Noise and Vibration Engineering. Leuven, Belgium
- . Applied Mechanics and Materials, Vol. 24-25 (pp 221-226)
- . Applied Mechanics and Materials, Vol. 24-25 (pp 227-232)
- . Applied Mechanics and Materials, Vol. 24-25 (pp 25-41)
- . Applied Mechanics and Materials, Vol. 24-25 (pp 233-238)
- . Proceedings of SPIE - The International Society for Optical Engineering, Vol. 7650(PART 1)
- . Proceedings of SPIE - The International Society for Optical Engineering, Vol. 7650(PART 1)
- . AIP Conference Proceedings, Vol. 1211 (pp 1999-2006)
- COMPARISON OF THE SHEFFIELD GASTROSTOMY SCORE WITH AN ARTIFICIAL NEURAL NETWORK ANALYSIS. GUT, Vol. 58 (pp A124-A124)
- Prospective applications for SHM on commercial aircraft. Structural Health Monitoring 2009: From System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009, Vol. 1 (pp 223-230)
- Structural health monitoring algorithm comparisons using standard data sets. Structural Health Monitoring 2009: From System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009, Vol. 2 (pp 1320-1327)
- Impact damage detection and quantification in CFRP laminates: A precursor to machine learning. Structural Health Monitoring 2009: From System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009, Vol. 2 (pp 1528-1537)
- An investigation into the Instantaneous Phase of Guided Ultrasonic Waves in a multi-riveted strap joint aluminum panel. Structural Health Monitoring 2009: From System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009, Vol. 2 (pp 2290-2298)
- Elimination of long-term trends in SHM data using cointegration. Structural Health Monitoring 2009: From System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009, Vol. 2 (pp 1447-1455)
- Thermal effects on performance on Tamar Bridge. Structural Health Monitoring of Intelligent Infrastructure - Proceedings of the 4th International Conference on Structural Health Monitoring of Intelligent Infrastructure, SHMII 2009
- Error bounds on master curves from least-squares estimation. Conference Proceedings of the Society for Experimental Mechanics Series
- Finite Element Model-based Feature Generation for Structural Health Monitoring. IMAC-XXVII: Conference & Exposition on Structural Dynamics. Orlando, FL
- . Journal of Physics: Conference Series, Vol. 181(1)
- . Journal of Physics: Conference Series, Vol. 181(1)
- . Journal of Physics: Conference Series, Vol. 181(1)
- . Proceedings of SPIE - The International Society for Optical Engineering, Vol. 7286
- . AIP Conference Proceedings, Vol. 1096 (pp 990-997)
- . Proceedings of SPIE - The International Society for Optical Engineering, Vol. 7295
- A Method for Acoustic Emission Source Identification based on Optimisation. DAMAGE ASSESSMENT OF STRUCTURES VIII, Vol. 413-414 (pp 793-801)
- Model-based prognosis for intergranular corrosion. Proceedings of the 4th European Workshop on Structural Health Monitoring (pp 340-348)
- Properties of viscoelastic structures with time-dependent poisson's ratio. 7th European Conference on Structural Dynamics, EURODYN 2008
- Sensor optimisation using an immune system metaphor. Conference Proceedings of the Society for Experimental Mechanics Series
- Uncertain models of bifurcating chaotic systems. Conference Proceedings of the Society for Experimental Mechanics Series
- Training damage classifiers in the absence of damage data. Conference Proceedings of the Society for Experimental Mechanics Series
- Smart sensing for structural health monitoring (S3HM). Proceedings of the World Forum on Smart Materials and Smart Structures Technology, SMSST'07 (pp 156)
- . Applied Mechanics and Materials, Vol. 13-14 (pp 41-47)
- Force characterisation of a laser impulse using differential evolution with a local interaction simulation algorithm. PROCEEDINGS OF ISMA 2008: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS. 1-8 (pp 3355-3368)
- Bayesian Sensitivity Analysis of a Large Nonlinear Model. PROCEEDINGS OF ISMA 2008: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS. 1-8 (pp 3723-3736)
- Higher-Order Spectra (HOS) for Identification of Nonlinear Modal Coupling. PROCEEDINGS OF ISMA 2008: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS. 1-8 (pp 2345-2360)
- Locating acoustic emission sources in complex structures using Gaussian processes. PROCEEDINGS OF ISMA 2008: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS. 1-8 (pp 3217-3230)
- Fault induction using added masses for structural damage identification. PROCEEDINGS OF ISMA 2008: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS. 1-8 (pp 3333-3344)
- Feature Extraction from Acoustic Emission Waveforms using a Discrete Wavelet Transform. PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008 (pp 1152-1162)
- Detecting and identifying artificial acoustic emission signals in an industrial fatigue environment. ADVANCES IN EXPERIMENTAL MECHANICS VI, Vol. 13-14 (pp 251-260)
- Syndromic Surveillance as a Paradigm for SHM Data Fusion. PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008 (pp 998-1014)
- The Use of Pseudo-Faults for SHM Feature Selection and Pattern Recognition. PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008 (pp 1104-1112)
- Fatigue Crack Detection in Aircraft Riveted Panels using Frequency/Phase Analysis of Lamb Waves. PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008 (pp 766-775)
- An Investigation into the Necessary Model Fidelity for SHM Feature Selection. PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008 (pp 980-989)
- . Key Engineering Materials, Vol. 347 (pp 139-144)
- Aspects of novelty detection. Damage Assessment of Structures VII, Vol. 347 (pp 3-16)
- Damage detection using prior wavelet decompositions. Damage Assessment of Structures VII, Vol. 347 (pp 145-150)
- Damage detection in an aluminium plate with an active constrained layer damping treatment. Damage Assessment of Structures VII, Vol. 347 (pp 205-212)
- Genetic optimisation of a damage locator II. Conference Proceedings of the Society for Experimental Mechanics Series
- Damage location in a stiffened composite panel using Lamb waves and neural networks. Conference Proceedings of the Society for Experimental Mechanics Series
- Optimisation of Neural Network Weights for Robustness to Data Uncertainty. IMAC-XXV Conference and Exposition on Structural Dynamics. Orlando, Florida
- Optimisation of passive and active constrained layer dampers for panel vibrations over broad frequency and temperature ranges. Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference, Vol. 5 (pp 4646-4655)
- A negative selection approach to novelty detection in a changing environment. Proceedings of the 3rd European Workshop - Structural Health Monitoring 2006 (pp 571-577)
- Multivariate statistics process control for dimensionality reduction on structural health monitoring. Proceedings of the 3rd European Workshop - Structural Health Monitoring 2006 (pp 601-608)
- Bispectral analysis of a Wing-Pylon model in order to identify nonlinear coupling. Conference Proceedings of the Society for Experimental Mechanics Series
- Extending the prediction horizon of uncertain-weighted regression models. Proceedings of ISMA2006: International Conference on Noise and Vibration Engineering, Vols 1-8 (pp 1963-1974)
- Damage detection in plates using transducers mounted on viscoelastic damping layers. Proceedings of the Third European Workshop Structural Health Monitoring 2006 (pp 300-307)
- Feature selection for a neural network damage diagnostic using a genetic algorithm. Proceedings of the Third European Workshop Structural Health Monitoring 2006 (pp 683-690)
- On the reproducibility of transducer coupling for acoustic emission testing. Acoustic Emission Testing, Vol. 13-14 (pp 117-123)
- Investigating non-linear behaviour within a vehicle suspension system using time and frequency domain techniques. Modern Practice in Stress and Vibration Analysis VI, Proceedings, Vol. 5-6 (pp 285-294)
- Structural optimisation using a hybrid cellular automata (HCA) algorithm. Modern Practice in Stress and Vibration Analysis VI, Proceedings, Vol. 5-6 (pp 93-100)
- Force appropriation for nonlinear systems (FANS) using optimisation methods. Modern Practice in Stress and Vibration Analysis VI, Proceedings, Vol. 5-6 (pp 265-275)
- Non-linear identification using a genetic algorithm approach for model selection. Conference Proceedings of the Society for Experimental Mechanics Series
- Wavelet based analysis of nonlinear friction. Conference Proceedings of the Society for Experimental Mechanics Series
- On replacing a nonlinear system with an uncertain linear model: Part I - The time domain. Conference Proceedings of the Society for Experimental Mechanics Series
- Characterisation of particle dampers using restoring force surface technique. STRUCTURAL DYNAMICS - EURODYN 2005, VOLS 1-3 (pp 1785-1790)
- Identification of response surface models using genetic programming. Proceedings of ISMA 2004: International Conference on Noise and Vibration Engineering, Vols 1-8 (pp 3287-3298)
- Classification using linear models with uncertain weights. Structural Dynamics - EURODYN 2005, Vols 1-3 (pp 969-974)
- An application of interval-valued neural networks to a regression problem. Proceedings of ISMA 2004: International Conference on Noise and Vibration Engineering, Vols 1-8 (pp 2091-2100)
- Identification of a beam with a distributed friction nonlinearity. Proceedings of ISMA 2004: International Conference on Noise and Vibration Engineering, Vols 1-8 (pp 2227-2237)
- Uncertainty propagation through radial basis function networks. Part II: Classification networks. Structural Dynamics - EURODYN 2005, Vols 1-3 (pp 929-934)
- Uncertainty propagation through radial basis function networks. Part I: Regression networks. Structural Dynamics - EURODYN 2005, Vols 1-3 (pp 923-928)
- Classification using radial basis function networks with uncertain weights. DAMAGE ASSESSMENT OF STRUCTURES VI, Vol. 293-294 (pp 135-142)
- Considerations for practical neural network application to a damage detection problem. DAMAGE ASSESSMENT OF STRUCTURES VI, Vol. 293-294 (pp 151-158)
- The effect of crack-tip interactions on the curve-fitting of isopachics. Advances in Experimental Mechanics, Vol. 1-2 (pp 121-126)
- Genetic optimisation of machine tool paths. ADAPTIVE COMPUTING IN DESIGN AND MANUFACTURE VI (pp 125-135)
- Key Engineering Materials: Preface. Key Engineering Materials, Vol. 245-246
- Frequency response functions for uncertain nonlinear systems. MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS, Vol. 440-4 (pp 37-44)
- DAMASCOS damage location demonstrator for structural health monitoring. EUROPEAN WORKSHOP ON SMART STRUCTURES IN ENGINEERING AND TECHNOLOGY, Vol. 4763 (pp 141-148)
- Identification of crack-tip parameters using thermoelastic isopachics and differential evolution. DAMAGE ASSESSMENT OF STRUCTURES, PROCEEDINGS, Vol. 245-2 (pp 77-85)
- . Smart Structures and Materials 2002: Smart Systems for Bridges, Structures, and Highways
- . Nondestructive Evaluation and Health Monitoring of Aerospace Materials and Civil Infrastructures
- Novelty detection using auto-associative neural network. American Society of Mechanical Engineers, Dynamic Systems and Control Division (Publication) DSC, Vol. 70 (pp 573-580)
- Identification of MDOF nonlinear systems using associated linear equations (ALEs) part 1: Obtaining the ALEs from a MDOF continuous nonlinear system. PROCEEDINGS OF ISMA 2002: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS 1-5 (pp 1213-1221)
- COST Action F3 on structural dynamics: benchmarks for structural health monitoring. PROCEEDINGS OF ISMA 2002: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS 1-5 (pp 337-346)
- Uncertainty propagation through a simple nonlinear system. PROCEEDINGS OF ISMA 2002: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS 1-5 (pp 535-543)
- Nonlinearity study of particle dampers. PROCEEDINGS OF ISMA 2002: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS 1-5 (pp 495-499)
- Damage detection in mechanical structures using extreme value statistics. SMART STRUCTURES AND MATERIALS 2002: MODELING, SIGNAL PROCESSING, AND CONTROL, Vol. 4693 (pp 289-299)
- . Smart Structures and Materials 2001: Smart Systems for Bridges, Structures, and Highways
- Novelty detection using auto-associative neural network. ASME International Mechanical Engineering Congress and Exposition, Proceedings, Vol. 2 (pp 1525-1532)
- Damage localisation in a plate structure using novelty indices. NOISE AND VIBRATION ENGINEERING, VOLS 1 - 3, PROCEEDINGS (pp 201-207)
- Lamb-wave sensor optimisation using differential evolution. SMART STRUCTURES AND MATERIALS 2001: MODELING, SIGNAL PROCESSING, AND CONTROL IN SMART STRUCTURES, Vol. 4326 (pp 570-580)
- An overview of optimal sensor location methods for damage detection. SMART STRUCTURES AND MATERIALS 2001: MODELING, SIGNAL PROCESSING, AND CONTROL IN SMART STRUCTURES, Vol. 4326 (pp 179-187)
- An experimental appraisal of the strain energy damage location method. DAMAGE ASSESSMENT OF STRUCTURES, Vol. 204-2 (pp 35-46)
- On the long-term stability of normal condition for damage detection in a composite panel. DAMAGE ASSESSMENT OF STRUCTURES, Vol. 204-2 (pp 359-369)
- Sensor optimisation for a damage location problem. PROCEEDINGS OF IMAC-XIX: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, Vol. 4359 (pp 1226-1233)
- Damage detection in an aircraft component model. PROCEEDINGS OF IMAC-XIX: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, Vol. 4359 (pp 1234-1241)
- Experimental validation of a health monitoring method. PROCEEDINGS OF IMAC-XIX: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, Vol. 4359 (pp 221-230)
- Damage localisation in a plate structure using novelty indices. Proceedings of the 25th International Conference on Noise and Vibration Engineering, ISMA (pp 223-229)
- Spectral response of a nonlinear system. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 4062
- Identification of SDOF nonlinear systems using kernel density estimation. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 4062
- . Smart Structures and Materials 2000: Sensory Phenomena and Measurement Instrumentation for Smart Structures and Materials
- Nonlinear motions of a vibration separator system. STRUCTURAL DYNAMICS: RECENT ADVANCES, VOLS 1 & 2, PROCEEDINGS (pp 427-439)
- Damage localisation using novelty indices. STRUCTURAL DYNAMICS: RECENT ADVANCES, VOLS 1 & 2, PROCEEDINGS (pp 965-977)
- On perturbation expansion and the Volterra series. STRUCTURAL DYNAMICS: RECENT ADVANCES, VOLS 1 & 2, PROCEEDINGS (pp 415-425)
- Long-term stability of normal condition data for novelty detection. SMART STRUCTURES AND MATERIAL 2000: SMART STRUCTURES AND INTEGRATED SYSTEMS, Vol. 3985 (pp 323-334)
- Identification of SDOF nonlinear systems using kernel density estimation. IMAC-XVIII: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, PROCEEDINGS, Vol. 4062 (pp 1685-1691)
- Spectral response of a nonlinear system. IMAC-XVIII: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, PROCEEDINGS, Vol. 4062 (pp 1710-1716)
- . Volume 7B: 17th Biennial Conference on Mechanical Vibration and Noise, 12 September 1999 - 16 September 1999.
- Application of two damage detection techniques to an offshore platform. Proceedings of the International Modal Analysis Conference - IMAC, Vol. 1 (pp 882-886)
- . Smart Structures and Materials 1999: Sensory Phenomena and Measurement Instrumentation for Smart Structures and Materials
- . Smart Structures and Materials 1999: Smart Structures and Integrated Systems
- Nonlinear motions of a model vibration separator system. INTEGRATING DYNAMICS, CONDITION MONITORING AND CONTROL FOR THE 21ST CENTURY - DYMAC 99 (pp 267-275)
- Experimental validation of two structural health monitoring methods. STRUCTURAL HEALTH MONTORING 2000 (pp 784-799)
- Visualisation and dimension reduction of acoustic emission data for damage detection. DAMAS 99: DAMAGE ASSESSMENT OF STRUCTURES, Vol. 167-1 (pp 64-75)
- Cross-wavelet analysis for Lamb wave damage detection in composite materials using optical fibres. DAMAS 99: DAMAGE ASSESSMENT OF STRUCTURES, Vol. 167-1 (pp 373-380)
- Visualisation and dimension reduction of high-dimensional data for damage detection. IMAC - PROCEEDINGS OF THE 17TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS I AND II, Vol. 3727 (pp 1576-1585)
- . Proceedings of the ASME Design Engineering Technical Conference, Vol. 7B-1999 (pp 2171-2195)
- Using novelty detection to diagnose damage in structures with time-varying parameters. Proceedings of the International Conference on Damage and Fracture Mechanics (pp 287-296)
- Novelty detection method to diagnose damage in structures: an application to an offshore platform. Proceedings of the International Offshore and Polar Engineering Conference, Vol. 4 (pp 64-70)
- . Proceedings of SPIE - The International Society for Optical Engineering, Vol. 3330 (pp 92-102)
- . Proceedings of SPIE - The International Society for Optical Engineering, Vol. 3459 (pp 128-135)
- Damage detection using multivariate statistics. Part II: Kernel density estimation. Proceedings of the 23rd International Conference on Noise and Vibration Engineering, ISMA (pp 197-205)
- Damage detection in machines using neural networks. Proceedings of the 23rd International Conference on Noise and Vibration Engineering, ISMA (pp 207-214)
- Identification of hysteretic systems using the differential evolution algorithm. Proceedings of the 23rd International Conference on Noise and Vibration Engineering, ISMA (pp 557-568)
- Damage detection using multivariate statistics. Part I: Outlier analysis. Proceedings of the 23rd International Conference on Noise and Vibration Engineering, ISMA (pp 189-195)
- Detection of impacts in composite materials using piezoceramic sensors and neural networks. SMART STRUCTURES AND MATERIALS 1998: SMART STRUCTURES AND INTEGRATED SYSTEMS, PTS 1 AND 2, Vol. 3329 (pp 491-497)
- Detection of defects in a metal plate using Lamb waves and piezoelectric sensors. EXPERIMENTAL MECHANICS, VOLS 1 AND 2 (pp 767-772)
- Random vibrations of a multidegree-of-freedom nonlinear system. IMAC - PROCEEDINGS OF THE 16TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS 1 AND 2, Vol. 3243 (pp 711-717)
- Novelty detection approach to diagnose damage in a cracked beam. Proceedings of the International Modal Analysis Conference - IMAC, Vol. 1 (pp 947-953)
- Higher-order FRFs for multi-input nonlinear systems: A case study. NEW ADVANCES IN MODAL SYNTHESIS OF LARGE STRUCTURES (pp 549-561)
- Identification of a multi-degree-of-freedom nonlinear system. PROCEEDINGS OF THE 15TH INTERNATIONAL MODAL ANALYSIS CONFERENCE - IMAC, VOLS I AND II, Vol. 3089 (pp 1023-1028)
- . Smart Structures and Materials 1997: Smart Structures and Integrated Systems
- Random vibration analysis of a nonlinear system using the Volterra series. PROCEEDINGS OF THE 15TH INTERNATIONAL MODAL ANALYSIS CONFERENCE - IMAC, VOLS I AND II, Vol. 3089 (pp 1003-1011)
- Damage detection using a novelty measure. PROCEEDINGS OF THE 15TH INTERNATIONAL MODAL ANALYSIS CONFERENCE - IMAC, VOLS I AND II, Vol. 3089 (pp 631-637)
- Classification of nonlinearities using neural networks. PROCEEDINGS OF THE 15TH INTERNATIONAL MODAL ANALYSIS CONFERENCE - IMAC, VOLS I AND II, Vol. 3089 (pp 980-986)
- Detection of faults in carbon fibre reinforced plates using Lamb wave based novelty detection. MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS (pp 45-50)
- Higher-order frequency response functions, for nonlinear systems from neural networks. PROCEEDINGS OF THE 14TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS I & II, Vol. 2768 (pp 1027-1033)
- A COMBINED NEURAL AND GENETIC APPROACH TO SENSOR PLACEMENT. PROCEEDINGS OF THE 13TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS 1 AND 2, Vol. 2460 (pp 1727-1736)
- PROCESSING SIGNALS FOR DAMAGE DETECTION IN STRUCTURES USING NEURAL NETWORKS. SMART SENSING, PROCESSING, AND INSTRUMENTATION, Vol. 2191 (pp 187-198)
- FAULT DETECTION EMPLOYING TRANSDUCER OPTIMISATION PROCEDURES. SECOND EUROPEAN CONFERENCE ON SMART STRUCTURES AND MATERIALS, Vol. 2361 (pp 36-46)
- A SIMPLIFIED APPROACH TO THE NUMERICAL AND EXPERIMENTAL MODELING OF THE DYNAMICS OF A CRACKED BEAM. PROCEEDINGS OF THE 12TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS 1 AND 2, Vol. 2251 (pp 778-785)
- PSEUDO-FAULT INDUCTION AND HARMONIC SUPPRESSION IN ENGINEERING STRUCTURES. SMART SENSING, PROCESSING, AND INSTRUMENTATION, Vol. 2191 (pp 499-510)
- AN EXPANSION TECHNIQUE FOR CALCULATING HILBERT TRANSFORMS. STRUCTURAL DYNAMICS: RECENT ADVANCES - PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE, VOLS I AND II (pp 1056-1065)
- EXPERIMENTAL EVALUATION OF ADAPTIVE FORGETTING FACTORS FOR ON-LINE IDENTIFICATION. STRUCTURAL DYNAMICS: RECENT ADVANCES - PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE, VOLS I AND II (pp 563-572)
- Neural networks for fault location. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 1923(pt 1) (pp 47-54)
- Pseudo-fault induction in engineering structures. American Society of Mechanical Engineers, Aerospace Division (Publication) AD, Vol. 35 (pp 449-455)
- CLASSIFICATION OF FAULTS IN SPUR GEARS. WCNN'93 - PORTLAND, WORLD CONGRESS ON NEURAL NETWORKS, VOL I (pp 169-173)
- Experimental study of a number of nonlinear SDOF systems using the restoring force surface method. Proceedings of the International Modal Analysis Conference - IMAC, Vol. 1 (pp 757-764)
- Towards an improved wave force equation. 1st Int Offshore and Polar Eng Conf, Vol. 3 (pp 128-134). Edinburgh, UK, 11 August 1991 - 16 August 1991.
- . e-Journal of Nondestructive Testing, Vol. 29(7)
- A risk-based active learning approach to inspection scheduling. Proceedings of the 10th International Conference on Structural Health Monitoring of Intelligent Infrastructure
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
- . Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
- . Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
- . Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
- . Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
- . Structural Health Monitoring 2015
- . Structural Health Monitoring 2015
- . Structural Health Monitoring 2015
- A Gaussian Process Form for Population-Based Structural Health Monitoring. DAMAS 2019
- . Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
- Performance of linear and nonlinear resonant frequency energy harvesters under uncertain loading conditions. PROCEEDINGS OF ISMA2010 - INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING INCLUDING USD2010 (pp 4775-4789). Leuven, BELGIUM, 20 September 2010 - 22 September 2010.
- Performance of linear and nonlinear resonant frequency energy harvesters under uncertain loading conditions. International Conference on Noise and Vibration Engineering, September 2010.
Presentations
Preprints
- On the topology and geometry of population-based SHM, arXiv.
- , arXiv.
- , arXiv.
- Active learning for regression in engineering populations: A risk-informed approach.
- , arXiv.
- , arXiv.
- , arXiv.
- Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems.
- , arXiv.
- Population-based wind farm monitoring based on a spatial autoregressive approach.
- , arXiv.
- , arXiv.
- , arXiv.
- , arXiv.
- , arXiv.
- , arXiv.
- , arXiv.
- , Elsevier BV.
- On topological data analysis for structural dynamics: an introduction to persistent homology, arXiv.
- On the application of topological data analysis: a Z24 Bridge case study.
- On the application of the generating series for nonlinear systems with polynomial stiffness, arXiv.
- , arXiv.
- , arXiv.
- , arXiv.
- Mitigating sampling bias in risk-based active learning via an EM algorithm.
- Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers.
- A generalised form for a homogeneous population of structures using an overlapping mixture of Gaussian processes.
- On statistic alignment for domain adaptation in structural health monitoring.
- Informative Bayesian Tools for Damage Localisation by Decomposition of Lamb Wave Signals.
- A Bayesian Approach for Shaft Centre Localisation in Journal Bearings, arXiv.
- Modelling variability in vibration-based PBSHM via a generalised population form, arXiv.
- On generative models as the basis for digital twins, arXiv.
- On partitioning of an SHM problem and parallels with transfer learning.
- On generating parametrised structural data using conditional generative adversarial networks.
- On an application of graph neural networks in population based SHM.
- On the application of generative adversarial networks for nonlinear modal analysis.
- On robust risk-based active-learning algorithms for enhanced decision support, arXiv.
- Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm, arXiv.
- , Copernicus GmbH.
- On risk-based active learning for structural health monitoring, arXiv.
- Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces, arXiv.
- Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data, arXiv.
- Damage detection in operational wind turbine blades using a new approach based on machine learning, arXiv.
- Structured Machine Learning Tools for Modelling Characteristics of Guided Waves, arXiv.
- A probabilistic risk-based decision framework for structural health monitoring, arXiv.
- Bayesian graph neural networks for strain-based crack localization, arXiv.
- .
- Grants
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- ARTIMA, funded by European Commission, 12/2004 - 11/2007; £291022 (50%)
- "Characterisation of damage in Complex Structures by Acoustic Emission During Fatigue Testing", funded by EPSRC, 07/2005 - 06/2008; £78,492 (50%)
- Smart Sensing for Structural Health Monitoring, funded by ESPRC, 11/2006 - 10/2009, £230,400
- Uncertainty Propagation in Structures, Systems and Processes, funded by ESPRC, 11/2006 - 10/2011; £734193 (25%)
- Teaching activities
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- MEC113 Solids, Liquids and Gases
- MEC409 Signal Processing and Instrumentation
- MEC415 Condition Monitoring