Keith Worden

Q: What Schools Are Affiliated With Keith Worden

Keith Worden is affiliated with the following schools: University of California, Berkeley, University of Sheffield, Cardiff University, Stanford University

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Keith Worden

Computer Science

#3708

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#3898

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Computational Linguistics

#241

World Rank

#245

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Machine Learning

#518

World Rank

#524

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Artificial Intelligence

#726

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#737

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Computer Science

Keith Worden's Degrees

PhD Computer Science Stanford University
Masters Computer Science University of California, Berkeley
Bachelors Computer Science University of California, Berkeley

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Keith Worden's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

An introduction to structural health monitoring (2007) (2241)
Structural Health Monitoring: A Machine Learning Perspective (2012) (1108)
Past, present and future of nonlinear system identification in structural dynamics (2006) (1015)
DAMAGE DETECTION USING OUTLIER ANALYSIS (2000) (583)
The fundamental axioms of structural health monitoring (2007) (541)
Structural Health Monitoring Using Statistical Pattern Recognition Techniques (2001) (418)
Nonlinearity in Structural Dynamics (2019) (390)
An Overview of Intelligent Fault Detection in Systems and Structures (2004) (361)
The application of machine learning to structural health monitoring (2007) (341)
Nonlinearity in Structural Dynamics: Detection, Identification and Modelling (2000) (335)
TIME–FREQUENCY ANALYSIS IN GEARBOX FAULT DETECTION USING THE WIGNER–VILLE DISTRIBUTION AND PATTERN RECOGNITION (1997) (333)
Optimal sensor placement for fault detection (2001) (320)
STRUCTURAL FAULT DETECTION USING A NOVELTY MEASURE (1997) (311)
Statistical Damage Classification Under Changing Environmental and Operational Conditions (2002) (311)
Long-term monitoring and data analysis of the Tamar Bridge (2013) (303)
Machine learning algorithms for damage detection under operational and environmental variability (2011) (286)
Natural computing for mechanical systems research: A tutorial overview (2011) (263)
EXPERIMENTAL VALIDATION OF A STRUCTURAL HEALTH MONITORING METHODOLOGY: PART I. NOVELTY DETECTION ON A LABORATORY STRUCTURE (2003) (249)
Structural health monitoring algorithm comparisons using standard data sets (2009) (201)
Cointegration: a novel approach for the removal of environmental trends in structural health monitoring data (2011) (184)
A review of nonlinear dynamics applications to structural health monitoring (2008) (182)
Novelty detection in a changing environment: Regression and interpolation approaches (2002) (174)
EXPERIMENTAL VALIDATION OF A STRUCTURAL HEALTH MONITORING METHODOLOGY: PART II. NOVELTY DETECTION ON A GNAT AIRCRAFT (2003) (148)
Experimental validation of a structural health monitoring methodology: Part III. Damage location on an aircraft wing (2003) (143)
Impact Location and Quantification on a Composite Panel using Neural Networks and a Genetic Algorithm (2000) (141)
Data processing and experiment design for the restoring force surface method, part I: integration and differentiation of measured time data (1990) (133)
On damage diagnosis for a wind turbine blade using pattern recognition (2014) (132)
Damage identification using support vector machines (2001) (132)
Sensor validation using principal component analysis (2005) (129)
A harmonic probing algorithm for the multi-input Volterra series (1997) (126)
Locating acoustic emission sources in complex structures using Gaussian processes (2008) (124)
IDENTIFICATION OF HYSTERETIC SYSTEMS USING THE DIFFERENTIAL EVOLUTION ALGORITHM (2001) (122)
The benefits of Duffing-type nonlinearities and electrical optimisation of a mono-stable energy harvester under white Gaussian excitations (2012) (121)
Nonlinear System Identification for Damage Detection (2007) (121)
Influence of the Autoregressive Model Order on Damage Detection (2011) (121)
Fail-safe sensor distributions for impact detection in composite materials (2000) (119)
Features for damage detection with insensitivity to environmental and operational variations (2012) (119)
Impact detection in an aircraft composite panel—A neural-network approach (2007) (118)
Direct parameter estimation for linear and non-linear structures (1992) (109)
Applying the LANL Statistical Pattern Recognition Paradigm for Structural Health Monitoring to Data from a Surface-Effect Fast Patrol Boat (2001) (109)
An automatic impact monitor for a composite panel employing smart sensor technology (2005) (105)
On robust regression analysis as a means of exploring environmental and operational conditions for SHM data (2015) (105)
Structural damage classification using extreme value statistics (2005) (103)
Lamb wave propagation modelling and simulation using parallel processing architecture and graphical cards (2012) (98)
Novelty detection under changing environmental conditions (2001) (98)
Uncertainty in structural dynamics (2005) (97)
New trends in vibration based structural health monitoring (2011) (93)
Parameter estimation and model selection for a class of hysteretic systems using Bayesian inference (2012) (88)
Feasibility study of structural damage detection using NARMAX modelling and Nonlinear Output Frequency Response Function based analysis (2011) (85)
Structural fault diagnosis and isolation using neural networks based on response-only data (2003) (84)
A Bayesian approach based on a Markov-chain Monte Carlo method for damage detection under unknown sources of variability (2014) (82)
Digital Twins: State-of-the-Art and Future Directions for Modeling and Simulation in Engineering Dynamics Applications (2020) (81)
A Simplified Approach to the Numerical and Experimental Modelling of the Dynamics of a Cracked Beam (1994) (80)
Statistical Damage Classification Using Sequential Probability Ratio Tests (2002) (80)
DAMAGE ASSESSMENT USING NEURAL NETWORKS (2003) (78)
A new methodology for automating acoustic emission detection of metallic fatigue fractures in highly demanding aerospace environments: An overview (2017) (77)
On switching response surface models, with applications to the structural health monitoring of bridges (2018) (77)
Wavelet signal processing for enhanced Lamb-wave defect detection in composite plates using optical fiber detection (1997) (77)
A comparison of linear approaches to filter out environmental effects in structural health monitoring (2018) (76)
Identification of pre-sliding and sliding friction dynamics: Grey box and black-box models (2007) (76)
Rayleigh and Lamb Waves ‐ Basic Principles (2001) (75)
A time–frequency analysis approach for condition monitoring of a wind turbine gearbox under varying load conditions (2015) (73)
Identification of pre-sliding friction dynamics. (2004) (72)
Novelty detection in a changing environment: A negative selection approach (2010) (68)
Nonlinear system identification of automotive dampers: A time and frequency-domain analysis (2009) (68)
Detection of defects in composite plates using Lamb waves and novelty detection (2000) (67)
Bayesian and Markov chain Monte Carlo methods for identifying nonlinear systems in the presence of uncertainty (2015) (66)
THEORETICAL AND EXPERIMENTAL IDENTIFICATION OF A NON-LINEAR BEAM (2001) (66)
Fault diagnosis of wind turbine structures using decision tree learning algorithms with big data (2018) (65)
A Performance Monitoring Approach for the Novel Lillgrund Offshore Wind Farm (2015) (64)
Vibration-Based Damage Assessment in Steel Frames Using Neural Networks. (2001) (63)
On the application of domain adaptation in structural health monitoring (2020) (63)
Multivariate statistics process control for dimensionality reduction in structural assessment (2008) (62)
Aspects of structural health and condition monitoring of offshore wind turbines (2015) (62)
Application of ultrasonic Lamb wave techniques to the evaluation of advanced composite structures (2000) (60)
Visualisation and Dimension Reduction of Acoustic Emission Data for Damage Detection (1999) (59)
Genetic algorithm with an improved fitness function for (N)ARX modelling (2007) (58)
Fatigue life prediction of sandwich composite materials under flexural tests using a Bayesian trained artificial neural network (2007) (57)
Transmissibility of non-linear output frequency response functions with application in detection and location of damage in MDOF structural systems (2011) (55)
A novel design for panel radiators (2004) (55)
Impact Damage Detection in Aircraft Composites Using Knowledge-based Reasoning (2008) (54)
A numerically-enhanced machine learning approach to damage diagnosis using a Lamb wave sensing network (2014) (54)
Uncertainty analysis of a neural network used for fatigue lifetime prediction (2008) (53)
Acoustic emission for monitoring aircraft structures (2009) (53)
Probabilistic uncertainty analysis of an FRF of a structure using a Gaussian process emulator (2011) (53)
Robust methods of inclusive outlier analysis for structural health monitoring (2014) (53)
Automatic Classification of Acoustic Emission Patterns (2003) (52)
Fault detection in rolling element bearings using wavelet-based variance analysis and novelty detection (2016) (52)
A multiresolution approach to cointegration for enhanced SHM of structures under varying conditions – An exploratory study (2014) (51)
Nonlinearity in experimental modal analysis (2001) (51)
A Bayesian non-parametric clustering approach for semi-supervised Structural Health Monitoring (2019) (50)
The use of pseudo-faults for novelty detection in SHM (2010) (50)
Data processing and experiment design for the restoring force surface method, part II: Choice of excitation signal (1990) (50)
Foundations of Population-based SHM, Part II: Heterogeneous populations – Graphs, networks, and communities (2021) (49)
Probabilistic modelling of wind turbine power curves with application of heteroscedastic Gaussian Process regression (2020) (49)
Foundations of population-based SHM, Part I: Homogeneous populations and forms (2021) (49)
On impact damage detection and quantification for CFRP laminates using structural response data only (2011) (49)
Overview of optimal sensor location methods for damage detection (2001) (49)
Foundations of population-based SHM, Part III: Heterogeneous populations – Mapping and transfer (2021) (48)
Bayesian sensitivity analysis of a model of the aortic valve. (2011) (48)
Damage assessment of structures IV (2001) (48)
Model selection and parameter estimation in structural dynamics using approximate Bayesian computation (2018) (47)
Probabilistic active learning: An online framework for structural health monitoring (2019) (47)
Fault Diagnosis and Fault Tolerance for Mechatronic Systems: Recent Advances (2005) (46)
Classification of faults in gearboxes — pre-processing algorithms and neural networks (1997) (46)
Active learning for semi-supervised structural health monitoring (2018) (46)
On the identification of hysteretic systems. Part I: Fitness landscapes and evolutionary identification (2012) (46)
An improved nonlinear model for an automotive shock absorber (1992) (45)
On evolutionary system identification with applications to nonlinear benchmarks (2018) (45)
Impact damage characterisation of composite laminates using a statistical approach (2012) (44)
Bayesian sensitivity analysis of a nonlinear finite element model (2012) (43)
Associated Linear Equations for Volterra operators (2005) (43)
Long-term stability of normal condition data for novelty detection (2000) (42)
A nonlinear cointegration approach with applications to structural health monitoring (2016) (41)
Prediction of landing gear loads using machine learning techniques (2012) (39)
On the identification and modelling of friction in a randomly excited energy harvester (2013) (39)
A cellular automaton model for predicting intergranular corrosion (2011) (39)
Considering discrepancy when calibrating a mechanistic electrophysiology model (2020) (39)
Towards semi-supervised and probabilistic classification in structural health monitoring (2020) (38)
Outlier ensembles: A robust method for damage detection and unsupervised feature extraction from high-dimensional data (2019) (38)
System identification using associated linear equations (2004) (38)
Structural damage monitoring based on an actuator-sensor system (1999) (38)
A regime-switching cointegration approach for removing environmental and operational variations in structural health monitoring (2018) (37)
On jump frequencies in the response of the Duffing oscillator (1996) (37)
A novel information-gap technique to assess reliability of neural network-based damage detection (2006) (37)
ON-LINE PHYSICAL PARAMETER ESTIMATION WITH ADAPTIVE FORGETTING FACTORS (2000) (37)
WAVELET ANALYSIS OF TIME-SERIES: COHERENT STRUCTURES, CHAOS AND NOISE (1999) (37)
Fault location in a framework structure using neural networks (1993) (36)
On the Long-Term Stability of Normal Condition for Damage Detection in a Composite Panel (2001) (36)
Simulation of ultrasonic lamb wave generation, propagation and detection for a reconfigurable air coupled scanner. (2011) (35)
A New Transmissibility Analysis Method for Detection and Location of Damage via Nonlinear Features in MDOF Structural Systems (2015) (35)
Bayesian system identification of dynamical systems using highly informative training data (2015) (35)
Higher-order spectra for identification of nonlinear modal coupling (2009) (34)
Structural Health Monitoring of an Annular Component using a Statistical Approach (2005) (34)
Evaluation of Neural Network Robust Reliability Using Information-Gap Theory (2006) (34)
A novelty detection method to diagnose damage in structures: An application to an offshore platform (1998) (34)
Performance monitoring of a wind turbine using extreme function theory (2017) (33)
IDENTIFICATION OF NONLINEAR WAVE FORCES (1994) (32)
Random vibrations of a duffing oscillator using the volterra series (1998) (32)
Damage detection in mechanical structures using extreme value statistics (2002) (32)
Signal Processing for Damage Detection (2009) (31)
Continuous debonding monitoring of a patch repaired helicopter stabilizer: damage assessment and analysis (2015) (31)
Cointegration and why it works for SHM (2012) (31)
Approaches to nonlinear cointegration with a view towards applications in SHM (2011) (30)
Automatic Kernel Selection for Gaussian Processes Regression with Approximate Bayesian Computation and Sequential Monte Carlo (2017) (30)
Genetic optimisation of a neural damage locator (2008) (30)
Novelty detection and dimension reduction via guided ultrasonic waves: Damage monitoring of scarf repairs in composite laminates (2016) (30)
Damage location in an isotropic plate using a vector of novelty indices (2007) (30)
A machine learning approach to nonlinear modal analysis (2017) (30)
Machine learning at the interface of structural health monitoring and non-destructive evaluation (2020) (29)
Identification of response surface models using genetic programming (2006) (29)
FREQUENCY DOMAIN ANALYSIS OF NARX NEURAL NETWORKS (1998) (29)
An evidence-based approach to damage location on an aircraft structure (2009) (29)
Use of the cointegration strategies to remove environmental effects from data acquired on historical buildings (2019) (28)
Some observations on uncertainty propagation through a simple nonlinear system (2005) (28)
Structural Health Monitoring: from Structures to Systems-of-Systems (2015) (28)
Generalised NARX shunting neural network modelling of friction (2007) (28)
On the orthogonalised reverse path method for nonlinear system identification (2012) (28)
Variational Bayesian mixture of experts models and sensitivity analysis for nonlinear dynamical systems (2016) (28)
A Novelty Detection Approach to Diagnose Damage in a Cracked Beam (1997) (27)
The effect of Duffing-type non-linearities and Coulomb damping on the response of an energy harvester to random excitations (2012) (27)
Some Recent Developments in SHM Based on Nonstationary Time Series Analysis (2016) (26)
Extreme Value Statistics for Damage Detection in Mechanical Structures (2002) (26)
Numerical simulations of elastic wave propagation using graphical processing units—Comparative study of high-performance computing capabilities (2015) (25)
Improving Excitations for Active Sensing in Structural Health Monitoring via Evolutionary Algorithms (2007) (25)
The use of pseudo-faults for damage location in SHM: An experimental investigation on a Piper Tomahawk aircraft wing (2014) (25)
An extension of force appropriation to the identification of non-linear multi-degree of freedom systems (2000) (25)
Ultrasonic condition monitoring of composite structures using a low-profile acoustic source and an embedded optical fiber sensor (1997) (24)
An application of interval-valued neural networks to a regression problem (2006) (24)
Detection of impacts in composite materials using piezoceramic sensors and neural networks (1998) (24)
Optimum Sensor Placement for Impact Location Using Trilateration (2015) (24)
Novelty Detection Using Auto-Associative Neural Network (2001) (24)
On the application of Gaussian process latent force models for joint input-state-parameter estimation: With a view to Bayesian operational identification (2020) (24)
DATA NORMALIZATION: A KEY FOR STRUCTURAL HEALTH MONITORING (2001) (24)
Impact damage detection and quantification in CFRP laminates; a precursor to machine learning (2009) (23)
Modeling and classification of non-linear systems using neural networks--I. Simulation (1994) (23)
On a Grey Box Modelling Framework for Nonlinear System Identification (2017) (23)
Strategies for using cellular automata to locate constrained layer damping on vibrating structures (2009) (23)
Visualisation and dimension reduction of high-dimensional data for damage detection (1999) (23)
Bayesian sensitivity analysis of bifurcating nonlinear models (2013) (22)
An Experimental Appraisal of the Strain Energy Damage Location Method (2001) (22)
A cointegration approach for heteroscedastic data based on a time series decomposition: An application to structural health monitoring (2019) (22)
Measurement and Identification of Pre‐Sliding Friction Dynamics (2005) (22)
A probabilistic risk-based decision framework for structural health monitoring (2021) (22)
A probabilistic compressive sensing framework with applications to ultrasound signal processing (2019) (22)
Damage identification using multivariate statistics: Kernel discriminant analysis (2000) (22)
Damage Localisation in a Stiffened Composite Panel (2008) (21)
RANDOM VIBRATIONS OF A MULTI-DEGREE-OF-FREEDOM NON-LINEAR SYSTEM USING THE VOLTERRA SERIES (1999) (21)
A Volterra series approximation to the coherence of the Duffing oscillator (2005) (21)
On the transfer of damage detectors between structures: An experimental case study (2021) (21)
Damage Detection Using Stress Waves and Multivariate Statistics: an Experimental Case Study of an Aircraft Component (2007) (21)
Sensor Placement Optimization (2009) (21)
Nonlinear System Identification in Structural Dynamics: Current Status and Future Directions (2007) (20)
Detecting and identifying artificial acoustic emission signals in an industrial fatigue environment (2008) (20)
Cross-Wavelet Analysis for Lamb Wave Damage Detection in Composite Materials Using Optical Fibres (1999) (20)
Simultaneous Force Regression and Movement Classification of Fingers via Surface EMG within a Unified Bayesian Framework (2018) (20)
On Digital Twins, Mirrors, and Virtualizations: Frameworks for Model Verification and Validation (2020) (20)
Model selection and parameter estimation of dynamical systems using a novel variant of approximate Bayesian computation (2019) (20)
On Digital Twins, Mirrors and Virtualisations (2019) (19)
Novelty detection applied to vibration data from a CX-100 wind turbine blade under fatigue loading (2012) (19)
Albumin level and patient age predict outcomes in patients referred for gastrostomy insertion: internal and external validation of a gastrostomy score and comparison with artificial neural networks. (2011) (19)
Analysis of time-invariant systems in the time and frequency domain by associated linear equations (ALEs) (2006) (19)
Spatial scanning for anomaly detection in acoustic emission testing of an aerospace structure (2011) (19)
Damage detection in operational wind turbine blades using a new approach based on machine learning (2021) (19)
On the identification of hysteretic systems. Part II: Bayesian sensitivity analysis and parameter confidence (2012) (19)
Experimental validation of a new statistical process control feature for damage detection (2011) (18)
Exploring Environmental and Operational Variations in SHM Data Using Heteroscedastic Gaussian Processes (2016) (18)
A Combined Neural and Genetic Approach to Sensor Placement (1995) (18)
Equation discovery for nonlinear dynamical systems: A Bayesian viewpoint (2021) (18)
On the confidence bounds of Gaussian process NARX models and their higher-order frequency response functions (2018) (18)
On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression (2020) (17)
Genetic identification of crack-tip parameters using thermoelastic isopachics (2003) (17)
CONFIDENCE BOUNDS FOR FREQUENCY RESPONSE FUNCTIONS FROM TIME SERIES MODELS (1998) (17)
Damage detection in an aluminium plate using outlier analysis (2008) (17)
Damage detection using a novelty measure (1997) (17)
Intelligent fault detection (2000) (17)
Damage assessment in smart composite structures: the DAMASCOS program (2001) (16)
Damage detection in a laboratory wind turbine blade using techniques of ultrasonic NDT and SHM (2018) (16)
A Bayesian methodology for localising acoustic emission sources in complex structures (2020) (16)
Consideration of environmental and operational variability for damage diagnosis (2002) (16)
Sensing and Data Acquisition (2012) (16)
Overcoming the problem of repair in structural health monitoring: Metric-informed transfer learning (2021) (16)
Modeling and classification of non-linear systems using neural networks--II. A preliminary experiment (1994) (16)
Novelty Detection in a Cantilever Beam using Extreme Function Theory (2018) (16)
Emerging Trends in Optimal Structural Health Monitoring System Design: From Sensor Placement to System Evaluation (2020) (16)
Identification of a multi degree of freedom nonlinear system (1997) (15)
Sensor Validation for On-line Vibration Monitoring (2004) (15)
Robust nonlinear system identification: Bayesian mixture of experts using the t-distribution (2017) (15)
Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces (2021) (15)
The Smart Approach — An Introduction to Smart Technologies (2003) (15)
Principal Component Analysis of Acoustic Emission Signals From Landing Gear Components: An Aid to Fatigue Fracture Detection (2011) (15)
On risk-based active learning for structural health monitoring (2021) (14)
Kernel based modelling of friction dynamics (2008) (14)
On the performance of a cointegration-based approach for novelty detection in realistic fatigue crack growth scenarios (2019) (14)
Some aspects of novelty detection methods (1997) (14)
Towards Population-Based Structural Health Monitoring, Part II: Heterogeneous Populations and Structures as Graphs (2020) (14)
Analysis of Wind Fluctuations Using the Orthogonal Wavelet Transform (1997) (14)
A Principal Component Analysis of Acoustic Emission Signals from a Landing Gear Component (2008) (14)
Autonomous ultrasonic inspection using Bayesian optimisation and robust outlier analysis (2020) (14)
Switching Response Surface Models for Structural Health Monitoring of Bridges (2013) (13)
On the application of kernelised Bayesian transfer learning to population-based structural health monitoring (2022) (13)
Towards Population-Based Structural Health Monitoring, Part III: Graphs, Networks and Communities (2020) (13)
On the Identification of Hysteretic Systems, Part I: an Extended Evolutionary Scheme (2011) (13)
Approximation of the Duffing oscillator frequency response function using the FPK equation (2009) (13)
Modal–Vibration‐Based Damage Identification (2009) (13)
Wind Turbine Structural Health Monitoring: A Short Investigation Based on SCADA Data (2014) (13)
On multi-site damage identification using single-site training data (2017) (13)
State-of-the-Art and Future Directions for Predictive Modelling of Offshore Structure Dynamics Using Machine Learning (2018) (13)
Use of the Teager-Kaiser energy operator for condition monitoring of a wind turbine gearbox (2012) (12)
Towards Population-Based Structural Health Monitoring, Part I: Homogeneous Populations and Forms (2020) (12)
Prognosis under Uncertainty – An Idealised Computational Case Study (2008) (12)
Identification of Hysteretic Systems Using NARX Models, Part I: Evolutionary Identification (2012) (12)
Improved wave force classification using system identification (1992) (12)
On Gaussian Process NARX Models and Their Higher-Order Frequency Response Functions (2014) (12)
Application of two damage detection techniques to an offshore platform (1999) (12)
Sensor Optimisation using an Ant Colony Metaphor (2004) (12)
Nonlinear modal analysis via non‐parametric machine learning tools (2018) (12)
Aircraft Parametric Structural Load Monitoring Using Gaussian Process Regression (2014) (12)
Modelling environmental effects on the dynamic characteristics of the Tamar suspension bridge (2011) (12)
Non-Linear Identification in Modal Space Using a Genetic Algorithm Approach for Model Selection (2007) (12)
Towards Population-Based Structural Health Monitoring, Part VI: Structures as Geometry (2020) (12)
Cointegration and Nonstationarity in the Context of Multiresolution Analysis (2011) (11)
Damage detection in an aircraft component model (2001) (11)
Computational model of an infant brain subjected to periodic motion simplified modelling and bayesian sensitivity analysis (2011) (11)
A Non‐linear Manifold Strategy for SHM Approaches (2015) (11)
Validation of Acoustic Emission (AE) Crack Detection in Aerospace Grade Steel Using Digital Image Correlation (2010) (11)
Modelling Friction in a Nonlinear Dynamic System via Bayesian Inference (2013) (11)
Utilizing the sequential probability ratio test for building joint monitoring (2001) (11)
Interval Methods in Non-Destructive Testing of Material Structures (2001) (11)
Extended Analysis of a Damage Prognosis Approach Based on Interval Arithmetic (2011) (11)
Cost Action f3 on Structural Dynamics: Benchmarks for Working Group 2—STRUCTURAL Health Monitoring (2003) (11)
Parametric and nonparametric identification of nonlinearity in structural dynamics (1989) (11)
Towards Population-Based Structural Health Monitoring, Part IV: Heterogeneous Populations, Transfer and Mapping (2020) (11)
Efficient parameter identification and model selection in nonlinear dynamical systems via sparse Bayesian learning (2019) (10)
Damage detection in carbon composite material typical of wind turbine blades using auto-associative neural networks (2012) (10)
Condition Monitoring of a Wind Turbine Gearbox Using the Empirical Mode Decomposition Method and Outlier Analysis (2012) (10)
Machine Learning for Energy Load Forecasting (2018) (10)
Structured Machine Learning Tools for Modelling Characteristics of Guided Waves (2021) (10)
A Gaussian mixture model for automated corrosion detection in remanufacturing (2018) (10)
A SEM-Based Study of Structural Impact Damage (2010) (10)
A population-based SHM methodology for heterogeneous structures: Transferring damage localisation knowledge between different aircraft wings (2022) (10)
On Key Technologies for Realising Digital Twins for Structural Dynamics Applications (2019) (10)
Complexity: A New Axiom for Structural Health Monitoring? (2010) (10)
Analysis of MDOF nonlinear systems using associated linear equations (2010) (9)
Active Learning Approaches to Structural Health Monitoring (2018) (9)
On Population-based structural health monitoring for bridges (2022) (9)
Interval Approach to Non-Destructive Testing of Aerospace Structures and to Mammography (1998) (9)
New results for the ADF statistic in nonstationary signal analysis with a view towards structural health monitoring (2021) (9)
A PROBABILISTIC APPROACH TO ROBOTIC NDE INSPECTION (2010) (9)
Towards Population-Based Structural Health Monitoring, Part VII: EOV Fields – Environmental Mapping (2020) (9)
Robust methods for outlier detection and regression for SHM applications (2015) (9)
Experimental studies on impact damage location in composite aerospace structures using genetic algorithms and neural networks (2010) (9)
On damage detection in wind turbine gearboxes using outlier analysis (2012) (9)
Modal Vibration Methods in Structural Health Monitoring (2010) (8)
An optimisation scheme based on the local interaction simulation approach and Lamb waves for elastic property estimation in multi-layered composites (2012) (8)
Extended PCA visualisation of system damage features under environmental and operational variations (2009) (8)
Data Fusion — The Role of Signal Processing for Smart Structures and Systems (2003) (8)
Structural Health Monitoring using Pattern Recognition (2010) (8)
Positioning challenges in reconfigurable semi-autonomous robotic NDE inspection (2010) (8)
Machine Learning Applications for a Wind Turbine Blade under Continuous Fatigue Loading (2013) (8)
Fault location in structures using neural networks (1993) (8)
Identification of Nonlinear Dynamical Systems Using Approximate Bayesian Computation based on a Sequential Monte Carlo Sampler (2016) (8)
Processing signals for damage detection in structures using neural networks (1994) (8)
Feature extraction for structural dynamics model validation (2011) (8)
Envelope Analysis Using the Teager-Kaiser Energy Operator for Condition Monitoring of a Wind Turbine Bearing (2014) (8)
Structural health monitoring and damage prognosis in composite repaired structures through the excitation of guided ultrasonic waves (2013) (8)
Detection of Cracks in Beams Using Treed Gaussian Processes (2017) (7)
Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data (2021) (7)
A Brief Introduction to Recent Developments in Population-Based Structural Health Monitoring (2020) (7)
A transfer learning-based digital twin for detecting localised torsional friction in deviated wells (2022) (7)
Friction estimation in wind turbine blade bearings (2016) (7)
A Bee Swarm Algorithm for Optimising Sensor Distributions for Impact Detection on a Composite Panel (2015) (7)
A novel approach to machining process fault detection using unsupervised learning (2020) (7)
A Gaussian process form for population-based structural health monitoring (2019) (7)
13. Fundamental Axioms of Structural Health Monitoring (2012) (7)
Optimization Techniques for damage detection (2009) (7)
Bayesian Joint Input-State Estimation for Nonlinear Systems (2020) (7)
IDENTIFICATION OF PRE-SLIDING AND SLIDING FRICTION (2005) (7)
A Bayesian Filtering Approach to Operational Modal Analysis with Recovery of Forcing Signals (2018) (6)
The fundamental axioms of structural health (2008) (6)
Vibration-based structural health monitoring using large sensor networks (2010) (6)
Damage Detection in RAPTOR Telescope Systems Using Time-Frequency Analysis Methods (2013) (6)
Transformation of a sensor or actuator system into a unitary gain element (2007) (6)
On the Application of Domain Adaptation for Aiding Supervised SHM Methods (2019) (6)
Analysis and control of nonlinear systems with DC terms (2009) (6)
Cointegration and the Empirical Mode Decomposition for the Analysis of Diagnostic Data (2013) (6)
On the usage of active learning for SHM (2016) (6)
A negative selection approach to novelty detection in a changing environment (2006) (6)
Towards implementation of reconfigurable robotic strategies for structural health monitoring (2010) (6)
Uncertainty Bounds on Higher-Order FRFs from Gaussian Process NARX Models (2017) (6)
Aspects of Novelty Detection (2007) (6)
Identification of Nonlinear Wave Forces Using Gaussian Process NARX Models (2017) (6)
Genetic Optimisation of Machine Tool Paths (2004) (6)
Prediction of Landing Gear Loads from Flight Test Data using Gaussian Process Regression (2013) (6)
'Case Study of Non-Linear Inverse Problems: Mammography and Non-destructive Evaluation', (1998) (6)
On the application of generative adversarial networks for nonlinear modal analysis (2022) (6)
On the use of the Mahalanobis squared-distance to filter out environmental effects in structural health monitoring (2014) (6)
On the over-sampling of data for system identification (1995) (5)
On generative models as the basis for digital twins (2021) (5)
Classification of multi-site damage using support vector machines (2011) (5)
Use of a Spatially Adaptive Thresholding Method for the Condition Monitoring of a Wind Turbine Gearbox (2014) (5)
A Method for Acoustic Emission Source Identification Based on Optimisation (2009) (5)
Structural Optimisation using a Hybrid Cellular Automata (HCA) Algorithm (2006) (5)
The Benefits of Duffing-type Nonlinearities and Electrical Optimisation of a Randomly Excited Energy Harvester (2012) (5)
Impact Damage Detection for Composite Material Typical of Wind Turbine Blades Using Novelty Detection (2012) (5)
Wavelet Based Feature Extraction for Acoustic Emission (2007) (5)
Using Wavelet Level Variance and the Discrete Wavelet Transform to Monitor Postoperative Healing of Vocal Cords (2018) (5)
Identification of a Duffing oscillator using particle Gibbs with ancestor sampling (2019) (5)
Statistical pattern recognition and damage detection in structural health monitoring of civil infrastructure systems (2009) (5)
Damage assessment of structures V: DAMAS 2003 (2001) (5)
Assessment of vocal cord nodules: a case study in speech processing by using Hilbert-Huang Transform (2017) (5)
Bayesian Sensitivity Analysis of Flight Parameters in a Hard-Landing Analysis Process (2016) (5)
Bayesian sensitivity analysis of a large nonlinear model (2008) (5)
Filtering environmental load effects to enhance novelty detection on cable-supported bridge performance (2012) (5)
Damage identification using support vector machines (2001) (5)
On partitioning of an SHM problem and parallels with transfer learning (2020) (5)
On the Reproducibility of Transducer Coupling for Acoustic Emission Testing (2006) (5)
Domain-adapted Gaussian mixture models for population-based structural health monitoring (2022) (5)
Structural Health Monitoring for Civil Infrastructure (2013) (5)
Damage‐Sensitive Features (2012) (5)
Applicability of a Markov-Chain Monte Carlo Method for Damage Detection on Data from the Z24 and Tamar Suspension Bridges (2012) (5)
Evolutionary Identification of Block-Structured Systems (2017) (5)
A Decomposition Method for the Analysis of Viscoelastic Structural Dynamics with Time‐Dependent Poisson's Ratio (2011) (5)
Nondestructive Evaluation of Structures (2010) (4)
Towards a Population-based SHM: A Case Study on an Offshore Wind Farm (2015) (4)
Detection of Damage in Repeating Structures (2010) (4)
Identification of Crack-Tip Parameters Using Thermoelastic Isopachics and Differential Evolution (2003) (4)
Unsupervised Learning – Novelty Detection (2012) (4)
Comparative Study of Robust Novelty Detection Techniques (2013) (4)
An illustration of new methods in machine condition monitoring, Part I: stochastic resonance (2017) (4)
Classification of nonlinearities using neural networks (1997) (4)
An Exploratory Study on Removing Environmental and Operational Effects Using a Regime-Switching Cointegration Method (2017) (4)
Fatigue crack detection in a multi-riveted strap joint aluminium panel (2009) (4)
Principles of Structural Degradation Monitoring (2009) (4)
An Efficient Likelihood-Free Bayesian Computation for Model Selection and Parameter Estimation Applied to Structural Dynamics (2018) (4)
Properties of Chebyshev polynomials (2000) (4)
Identification of hysteretic systems using NARX models, part II : a Bayesian approach (2012) (4)
Structural Health Monitoring: A Review of Uncertainty Quantification Methods in Wind Turbine Systems (2019) (4)
Evaluation of neural network performance and generalisation using thresholding functions (2007) (4)
Bayesian sensitivity analysis of flight parameters that affect main landing gear yield locations (2014) (4)
A cellular automaton based model for predicting intergranular corrosion in aerospace alloys (2008) (4)
Pseudo-fault induction in engineering structures: Multi-input multi-output control (1995) (4)
Machining centre performance monitoring with calibrated artefact probing (2020) (4)
Some Experimental Observations on the Detection of Composite Damage using Lamb Waves (2011) (4)
Case study of nonlinear inverse problems: mammography and nondestructive evaluation (1998) (4)
Integration and differentiation of measured time data (2000) (4)
Non-linear identification using a genetic algorithm approach for model selection (2005) (4)
Genetic optimisation of a neural network damage diagnostic (2008) (4)
ErratumErratum to “Impact damage characterisation of composite laminates using a statistical approach” [Compos. Sci. Technol. 72 (2012) 1108–1120] (2012) (4)
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Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm (2021) (4)
A probabilistic framework for online structural health monitoring: active learning from machining data streams (2019) (4)
Analysis of Reciprocity Breakdown in Nonlinear Systems (2012) (3)
Nonlinear System Identification in Structural Dynamics: A Short (and Biased) History (2007) (3)
Frequency Response Functions for Uncertain Nonlinear Systems (2003) (3)
Nonlinear modal analysis using pattern recognition (2014) (3)
FRFs of nonlinear systems (2019) (3)
Non-linearity detection in a masonry arch bridge model subject to artificial settlements (2010) (3)
An Experimental Investigation of Feature Availability in Nominally Identical Structures for Population-Based SHM (2015) (3)
On the Identification of Hysteretic Systems, Part II: Bayesian Sensitivity Analysis (2011) (3)
On Treed Gaussian Processes and piecewise-linear NARX modelling (2020) (3)
Model-based prognosis for intergranular corrosion (2008) (3)
Bayesian graph neural networks for strain-based crack localization (2020) (3)
Bayesian Parameter Estimation and Model Selection of a Nonlinear Dynamical System using Reversible Jump Markov Chain Monte Carlo (2014) (3)
A Principal Component Analysis of Acoustic Emission Signals from a Landing Gear Component (2007) (3)
Random vibrations of a multi degree-of-freedom nonlinear system (1998) (3)
Higher-order Frequency Response Functions for Nonlinear Systems from Neural Networks (1996) (3)
Bayesian sensitivity analysis of flight parameters in the development of a hard landing indication system (2010) (3)
CONCEPTUAL DESIGN OF A HARD LANDING INDICATION SYSTEM USING A FLIGHT PARAMETER SENSOR SIMULATION MODEL (2010) (3)
Pseudo-fault induction and harmonic suppression in engineering structures (1994) (3)
Towards Population-Based Structural Health Monitoring, Part V: Networks and Databases (2021) (3)
Identification of impact damage in CRRP laminates using the NDT approach (2009) (3)
On Stationarity and the Interpretation of the ADF Statistic (2018) (3)
Machine learning algorithms to damage detection under operational and environmental variability (2010) (3)
Information-gap robustness of a neural network regression model (2004) (3)
On the Choice of Optimisation Scheme for Gaussian Process Hyperparameters in SHM Problems (2017) (3)
SURFACE RESPONSE OPTIMISATION OF AUXETIC HOMOGENISED CELLULAR PLATES USING GENETIC PROGRAMMING (2004) (3)
Identification of time-varying nonlinear systems using differential evolution algorithm (2014) (3)
The effects of uncertainties within acoustic emission modelling (2008) (3)
Compressive sensing for direct time of flight estimation in ultrasound-based NDT (2017) (3)
A Simplified Treed Gaussian Process Approach to the Modelling of Bridge Data for Structural Health Monitoring (2017) (3)
Syndromic Surveillance as a paradigm for SHM data fusion (2008) (3)
Informative bayesian tools for damage localisation by decomposition of lamb wave signals (2022) (3)
Equation Discovery Using an Efficient Variational Bayesian Approach with Spike-and-Slab Priors (2021) (2)
Towards the Probabilistic Analysis of Small Bowel Capsule Endoscopy Features to Predict Severity of Duodenal Histology in Patients with Villous Atrophy (2020) (2)
Extreme Function Theory for SHM: A Case Study for Wind Turbines (2015) (2)
A Negative Selection Approach to detect damage in aeronautical structures with changing Operating Conditions (2008) (2)
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A General Representation for Assessing the Similarity of Structures (2019) (2)
Population-Based Structural Health Monitoring (2021) (2)
State-ofthe-Art and Future Directions for Predictive Modelling of Offshore Structure Dynamics using Machine Learning (2017) (2)
Fault detection employing transducer optimisation procedures (1994) (2)
On statistic alignment for domain adaptation in structural health monitoring (2022) (2)
Wind Turbine Health Monitoring: Current and Future Trends with an Active Learning Twist (2017) (2)
Structural Health Monitoring of Composite Material Typical of Wind Turbine Blades by Novelty Detection on Vibration Response (2012) (2)
Long-term monitoring and data analysis of the Tamar (2010) (2)
Investigating Engineering Data by Probabilistic Measures (2019) (2)
A nonlinear robust outlier detection approach for SHM (2019) (2)
A principled multiresolution approach for signal decomposition (2018) (2)
Uncertainty Analysis of a Dynamic Model of a Novel Remotely Piloted Airship (2011) (2)
Damage Classification Using Labelled and Unlabelled Measurements (2019) (2)
On topological data analysis for SHM; an introduction to persistent homology (2021) (2)
An SHM View of a CFD Model of Lillgrund Wind Farm (2014) (2)
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Damage Detection in an Aluminium Plate with an Active Constrained Layer Damping Treatment (2007) (2)
Recent Advances in Approximate Bayesian Computation Methodology (Application in structural dynamics). (2017) (2)
On sensor placement for impact location: optimisation under the effect of uncertainties (2010) (2)
On the Application of Domain Adaptation in SHM (2019) (2)
Supervised Learning – Classification and Regression (2012) (2)
In-Process Monitoring of Automated Carbon Fibre Tape Layup Using Ultrasonic Guided Waves (2017) (2)
ON NORMALISATION FOR DOMAIN ADAPTATION IN POPULATION-BASED STRUCTURAL HEALTH MONITORING (2022) (2)
Uncertainty propagation through radial basis function networks part II: classification networks (2005) (2)
AN APPLICATION OF GENERATIVE ADVERSARIAL NETWORKS IN STRUCTURAL HEALTH MONITORING (2020) (2)
The Effect of Crack-Tip Interactions on the Curve-Fitting of Isopachics (2004) (2)
Curve fitting of mixed-mode isopachics (2009) (2)
Decomposition of multi-mode signals using dispersion curves and Bayesian linear regression (2021) (2)
SIMULATION AND IMPLEMENTATION OF ULTRASONIC REMOTE SENSING AGENTS FOR RECONFIGURABLE NDE SCANNING (2009) (2)
ABC-NS: a new computational inference method applied to parameter estimation and model selection in structural dynamics (2017) (2)
ON WAVE FORCE ANALYSIS USING SYSTEM IDENTIFICATION (1992) (2)
On robust risk-based active-learning algorithms for enhanced decision support (2022) (2)
Robust evaluation of time series classification algorithms for structural health monitoring (2014) (2)
Gaussian Processes for Structural Health Monitoring of Wind Turbine Blades (2019) (2)
Kernelised Bayesian Transfer Learning for Population-Based Structural Health Monitoring (2020) (2)
Damage Detection in Gearboxes Considering Intermittent Faults and Time-Varying Loads (2012) (1)
Investigating Non-Linear Behaviour within a Vehicle Suspension System using Time and Frequency Domain Techniques (2006) (1)
Multiple Damage Identification Using the Reversible Jump Markov Chain Monte Carlo (2015) (1)
Force Appropriation for Nonlinear Systems (FANS) Using Optimisation Methods (2006) (1)
Force characterisation of a laser impulse using differential evolution with a local interaction simulation algorithm (2008) (1)
DAMASCOS damage location demonstrator for structural health monitoring (2003) (1)
On the Behaviour of Structures with Many Nonlinear Elements (2016) (1)
Sensor optimisation for a damage location problem (2001) (1)
Data Visualization Approach for Operational Loading Variations of an Aircraft Wing Box using Vibration based Damage Detection (2016) (1)
An Illustration of New Methods in Machine Condition Monitoring, Part II: Adaptive outlier detection (2017) (1)
Some Recent Developments in Structural Health Monitoring (2012) (1)
Extreme value statistics from differential evaluation for damage detection (2005) (1)
Using Novelty Detection to diagnose damage in structures with timevaryingparameters (1998) (1)
A Time Series Decomposition Method For Heteroskedastic Data In Structural Health Monitoring (2017) (1)
Damage Monitoring of External Patch Repairs with Guided Ultrasonic Waves (2015) (1)
Higher-Order Frequency Response Functions for Hysteretic Systems (2016) (1)
Uncertainty Analysis in Structural Dynamics (2013) (1)
Advanced Tools for Damage Detection in Wind Turbines (2013) (1)
Multiple-site Damage Location Using Single-site Training Data (2011) (1)
On the Structural Health Monitoring of Repaired Aerospace Structures (2013) (1)
Bayesian Solutions to State-Space Structural Identification (2020) (1)
On Metrics Assessing the Information Content of Datasets for Population-Based Structural Health Monitoring (2021) (1)
Aspects of Uncertainty Analysis for Large Nonlinear Computational Models (2010) (1)
Amplitude Dependent Crack Characterization of Growing Fatigue Cracks (2011) (1)
Structural Health Monitoring 2012 (2012) (1)
Bayesian Inference and RJMCMC in Structural Dynamics: On Experimental Data (2016) (1)
Optimi sation of passive and active constrained layer dampers for panel vibrations over broad frequency and temperature ranges (2007) (1)
Damage Prognosis for Delamination of a Composite Plate (2009) (1)
Broadband Lamb-wave measurements for materials characterization (1998) (1)
27th Congress of the International Council of the Aeronautical Sciences 2010, ICAS 2010 (2010) (1)
Simplifying Transformations for Nonlinear Systems: Part I, An Optimisation-Based Variant of Normal Form Analysis (2016) (1)
A Transfer Learning Application to FEM and Monitoring Data for Supporting the Classification of Structural Condition States (2021) (1)
Statistical analysis of damage indicators based on ultrasonic testing with embedded piezoelectric transducers (2019) (1)
ON THE USE OF A RISING-FALLING CHIRP EXCITATION FOR VIBRATION TESTING (1996) (1)
An Ontological Approach to Structural Health Monitoring (2020) (1)
Simplifying Transformations for Nonlinear Systems: Part II, Statistical Analysis of Harmonic Cancellation (2016) (1)
An Experimental and Numerical Investigation of Damage Detection in a Mistuned Bladed Disc (2011) (1)
Uncertainty propagation through radial basis function networks part I: regression networks (2005) (1)
Understanding the Effects of a Breathing Crack on the Dynamic Response of Cantilever-Type Structures for Damage Detection (2011) (1)
The Illustrated Wavelet Transform Handbook by Paul S. Addison, Institute of Physics Publishing, Bristol, 2002, pp. xiii+353, price E45, US$dollar;65, ISBN 0-7503-0692-0 (2004) (1)
Nonlinear Time Series Analysis Using Bayesian Mixture of Experts (2014) (1)
Renormalized stress tensors on ellipses (1992) (1)
Analysis of Nonlinear System Response to an Impulse Excitation (2014) (1)
Bayesian System Identification of Nonlinear Systems: Informative Training Data through Experimental Design (2014) (1)
Health Monitoring of Composite Structures by Combining Ultrasonic Wave Data (2019) (1)
Renormalized stress tensors in certain triangles (1992) (1)
On an Application of Probabilistic Risk Assessment to Structural Health Monitoring (2019) (1)
Sensitivity analysis of an Advanced Gas-cooled Reactor control rod model (2016) (1)
DISCUSSION AND CONCLUSIONS FOR WORKING GROUP 2 BENCHMARKS (2003) (1)
Considerations for Practical Neural Network Application to a Damage Detection Problem (2005) (1)
A Semi-Supervised Bayesian Non-Parametric Approach to Damage Detection (2018) (1)
Damage detection in a masonry arch bridge model using outlier analysis (2010) (1)
On the Structural Health Monitoring of Operational Wind Turbine Blades (2017) (1)
Estimation of Fingertip Force from Surface EMG - A Multivariate Bayesian Mixture of Experts Approach (2015) (1)
Challenges for SHM from Structural Repairs: An Outlier-Informed Domain Adaptation Approach (2021) (1)
Comparing approaches for multi-axis kinematic positioning in machine tools (2021) (1)
Error motion trajectory-driven diagnostics of kinematic and non-kinematic machine tool faults (2022) (1)
Classification using linear models with uncertain weights (2005) (1)
ON IMPLEMENTING AN IRREDUCIBLE ELEMENT MODEL SCHEMA FOR POPULATION-BASED STRUCTURAL HEALTH MONITORING (2022) (1)
On sensor optimisation for structural health monitoring robust to environmental variations (2021) (1)
Autonomous Ultrasound-based Inspection using Bayesian Optimisation and Robust Outlier Analysis (2018) (1)
On the application of topological data analysis: a Z24 Bridge case study (2022) (1)
Partially Supervised Learning for Data-Driven Structural Health Monitoring (2021) (1)
On generating parametrised structural data using conditional generative adversarial networks (2021) (1)
Damage Identification and Localization of Carbon Fiber–Reinforced Plastic Composite Plate Using Outlier Analysis and Multilayer Perceptron Neural Network (2009) (1)
Normalising Flows and Nonlinear Normal Modes (2021) (1)
Acoustic emission source characterisation using evolutionary optimisation (2018) (1)
On the Application of Heterogeneous Transfer Learning to Population-Based Structural Health Monitoring (2021) (1)
New Modes of Inference for Probabilistic SHM (2021) (1)
A sampling-based approach for information-theoretic inspection management (2022) (1)
On an application of graph neural networks in population based SHM (2021) (1)
A Bayesian Approach for Shaft Centre Localisation in Journal Bearings (2022) (1)
On the dynamic properties of statistically-independent nonlinear normal modes (2022) (1)
Damage Identification in CRFP Laminates using a Statistical Method (2011) (1)
Classification Using Radial Basis Function Networks with Uncertain Weights (2005) (1)
Aspects of computational intelligence in structural dynamics: Structural health monitoring (2017) (0)
Genetic identification of crack-tip parameters using thermoelastic isopachics (2003) (0)
A state-space approach to output-only identification of nonlinear systems with load estimation (2019) (0)
Tool wear prediction and damage detection in milling using dynamic Bayesian networks (2017) (0)
On topological data analysis for structural dynamics: an introduction to persistent homology (2022) (0)
EACS 2016 paper - TOOL WEAR STATE CLUSTERING IN MILLING BASED ON RECORDED ACOUSTIC EMISSION (2017) (0)
Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers (2022) (0)
Experimental case studies (2000) (0)
Principal Component Analysis and Artificial Neural Network Framework for Damage Detection Strategy under Varying Operational Loading Conditions (2017) (0)
Structural Health Monitoring and Damage Identification (2021) (0)
COST Action F3 on Structural Dynamics: Benchmarks for Structural Health Monitoring (2002) (0)
Curve fitting of mixed-mode isopachics (2009) (0)
Towards a Population-Informed Approach to the Definition of Data-Driven Models for Structural Dynamics (2023) (0)
Frequency domain representations of √Ü(t) and (t) (2000) (0)
A. Hirose, Complex-Valued Neural Networks, World Scientific, Singapore, ISBN 981-238-464-2, 981-238-561-4 (Paperback), 2003 (2005) (0)
Output-only Identification of Loading and Modal Parameters in Dynamic Systems with Non-Gaussian Inputs (2019) (0)
U SE OF A SPATIALLY ADAPTIVE THRESHOLDING METHOD FOR THE CONDITION MONITORING OF A WIND TURBINE GEARBOX (2015) (0)
Uncertain Models of Bifurcating Chaotic Systems (2007) (0)
ASSESSING THE INFORMATION CONTENT OF DATASETS FOR STRUCTURAL HEALTH MONITORING (2022) (0)
, 2018 , Manchester , United Kingdom Outlier Ensembles : an Alternative Robust Method for Inclusive Outlier Analysis with Structural Health Monitoring Data (2018) (0)
Introduction to Probability and Statistics (2012) (0)
Fail-safe sensor distributions for impact detection in composite materials (2000) (0)
Automated Fault Diagnosis with Calibrated Artefact Probing (2019) (0)
Lamb wave sensor optimization using differential evolution (2001) (0)
Prelims and Preface (2001) (0)
Smart sensing for structural health monitoring (S3HM) (2007) (0)
On improved fail-safe sensor distributions for a structural health monitoring system (2022) (0)
A rapid introduction to probability theory (2000) (0)
Further results on random vibration (2000) (0)
The Hilbert transform‚Äîa practical approach (2000) (0)
RASD 20 11 International Conference 1-3 July 2013 Pisa th 3 COULOMB FRICTION-INDUCED DAMPING ESTIMATION AT THE CRACK INTERFACE FOR CANTILEVER-TYPE SPECIMEN (2013) (0)
Title : Data Normalization : A Key For Structural Health Monitoring (2001) (0)
Fault location in a framework structure using neural networks (1993) (0)
The Effect of Attenuation on the Identification of Impact Damage in CFRP Laminates (2016) (0)
Vibration-based damage assessment in steel frames using neural networks (2001) (0)
ON ROBUSTNESS OF OPTIMAL SENSOR PLACEMENT TO ENVIRONMENTAL VARIATION FOR SHM (2022) (0)
Towards risk-informed PBSHM: Populations as hierarchical systems (2023) (0)
A Bayesian Method for Material Identification of Composite Plates via Dispersion Curves (2022) (0)
Useful theorems for the Hilbert transform (2000) (0)
System identification‚Äîdiscrete time (2000) (0)
Features Based on Deviations from Linear Response (2012) (0)
Coulomb Friction – Induced Damping Estimation at the Crack Interface for Cantilever–Type Structures (2013) (0)
Damage assessment of structures, DAMAS 99 : proceedings of the International Conference on Damage Assessment of Structures (DAMAS 99), held in Dublin, Ireland, June 28-30, 1999 (1999) (0)
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Structural Dynamics Research in Mechanical Engineering at the University of Sheffield (2015) (0)
Development of an autonomous continuous monitoring system for mechanical damage detection. (2002) (0)
Spectral response of a nonlinear system (2000) (0)
A Student Polemic (1986) (0)
Interval Fuzzy Approach to Non-Destructive Testing of Aerospace Structures and to Mammography (1997) (0)
DATA-BASED CLASSIFIERS FOR IDENTIFICATION OF AIRCRAFT LANDING CHARACTERISTICS (2016) (0)
System identification‚Äîcontinuous time (2000) (0)
On the Application of the Generating Series for Nonlinear Systems with Polynomial Stiffness (2021) (0)
An exploratory study of the suitability of a wind turbine blade as a nonlinear demonstrator (2016) (0)
ASSESSMENT CRITERIA FOR OPTIMAL SENSOR PLACEMENT FOR A STRUCTURAL HEALTH MONITORING SYSTEM (2022) (0)
ISMA 2004 Conference, Leuven, BE, 13-16 September (2004) (0)
Linear systems (2019) (0)
On Affine Symbolic Regression Trees for the Solution of Functional Problems (2021) (0)
Modelling variability in vibration-based PBSHM via a generalised population form (2022) (0)
Damage identification in the mistuned bladed system utilizing the outlier analysis (2013) (0)
Lamb wave sensing for composite materials evaluation (1999) (0)
Volterra kernels from perturbation analysis (2000) (0)
Gradient descent and back-propagation (2000) (0)
Damage Detection Using Prior Wavelet Decompositions (2007) (0)
On the application of population-based structural health monitoring in aerospace engineering (2022) (0)
Heteroscedastic Gaussian Processes for Localising Acoustic Emission (2021) (0)
ON THE APPLICATION OF VARIATIONAL AUTO ENCODERS (VAE) FOR DAMAGE DETECTION IN ROLLING ELEMENT BEARINGS (2022) (0)
A probabilistic approach for acoustic emission based monitoring techniques: with application to structural health monitoring (2023) (0)
Appendix A: Signal Processing for SHM (2012) (0)
3. Operational Evaluation (2012) (0)
Transferring Damage Detectors Between Tailplane Experiments (2021) (0)
Identification of SDOF nonlinear systems using kernel density estimation (2000) (0)
NONLINEAR GAUSSIAN PROCESS LATENT FORCE MODELS FOR INPUT ESTIMATION IN HYSTERETIC SYSTEMS (2021) (0)
Info-gap approaches to neural net classifiers and regressors (2005) (0)
Active Control in Mechanical Engineering (2001) (0)
Interval Methods in Non Destructive Testing of Aerospace Structures and in Mammography (2010) (0)
On an Application of Generative Adversarial Networks on Remaining Lifetime Estimation (2022) (0)
The Hilbert transform—a practical approach (2019) (0)
A PROBABILISTIC APPROACH TOWARDS UNCERTAINTY QUANTIFICATION IN JOINED STRUCTURES (2020) (0)
Mitigating sampling bias in risk-based active learning via an EM algorithm (2022) (0)
Sensor Validation for On-line Vibration Monitoring for Second European Workshop on Structural Health Monitoring (2004) (0)
Cointegration and SHM of Bridges (2011) (0)
A mapping method for anomaly detection in a localized population of structures (2022) (0)
An Augmented Risk-Based Paradigm for Structural Health Monitoring (2020) (0)
ON A POPULATION-BASED STRUCTURAL HEALTH MONITORING FRAMEWORK: AN AEROSPACE CASE STUDY (2022) (0)
A Meta-Learning Approach to Population-Based Modelling of Structures (2023) (0)
Crack characterisation by detection and classification of nonlinear behaviour using the Hilbert transform (2012) (0)
A topological analysis of cointegrated data: a Z24 Bridge case study (2022) (0)
System identification—discrete time (2019) (0)
Convolutional neural networks for the detection of damaged fasteners in engineering structures (2018) (0)
Towards the Derivation of Stress Intensity Factors by Parametric Modelling of Full-Field Thermoelastic Data (2010) (0)
The identification of cross-coupled dynamic effects in short bearings and annular seals. (1996) (0)
The effect of crack-tip interactions on the curve-fitting of mixed-mode isopachics (2007) (0)
UNCERTAINTY QUANTIFICATION FRAMEWORK FOR STRUCTURAL MODEL OF WIND TURBINE BLADES (2020) (0)
Damage Localization of Carbon Fiber–Reinforced Plastic Composite and Perspex Plates Using Novelty Indices and the Cross-Validation Set of Multilayer Perceptron Neural Network (2009) (0)
Genetic identification of crack-tip parameters using thermoelastic isopachics (2003) (0)
Machine Learning and Statistical Pattern Recognition (2012) (0)
Identification of piecewise-linear mechanical oscillators via Bayesian model selection and parameter estimation (2023) (0)
Clustering-based Crack Growth Characterisation using Synchronised Vibration and Acoustic Emission Measurements (2017) (0)
Towards an improved wave force equation (1991) (0)
Linear and Nonlinear System Identification Using Evolutionary Optimisation (2016) (0)
COST action F 3 on structural dynamics : benchmarks for structural health monitoring (2002) (0)
An Evolutionary Approach to Learning Neural Networks for Structural Health Monitoring (2020) (0)
Appendix: Translation of Sections from Duffing's Original Book (2011) (0)
Approximation of the Duffing oscillator frequency response function using the FPK equation (2009) (0)
Identification of Nonlinear Wave Forces. Part 1: Time-Domain Analysis. (1991) (0)
Experimental validation of a health monitoring method (2001) (0)
Title : Damage Diagnosis Considering Changing Environmental Conditions (2001) (0)
A Comparative Study of Approaches to Damage Detection (2009) (0)
Bayesian uncertainty analysis of a nonlinear finite element model of an unmanned airship (2009) (0)
Assessing the Likelihood of Damage at the Start of a Structural Health Monitoring Campaign (2019) (0)
Random vibration analysis of a nonlinear system using the volterra series (1997) (0)
Modelling of Guided Waves in a Composite Plate Through a Combination of Physical Knowledge and Regression Analysis (2020) (0)
Is it worth changing pattern recognition methods for structural health monitoring? (2017) (0)
Damage location in a stiffened composite panel using Lamb waves and neural networks (2007) (0)
Fatigue-Crack Detection in a Multi-Riveted Strap-Joint Aluminium Aircraft Panel Using Amplitude Characteristics of Diffuse Lamb Wave Field (2023) (0)
Advanced least-squares techniques (2000) (0)
Better Together: Using Multi-task Learning to Improve Feature Selection within Structural Datasets (2023) (0)
Machine Learning at the Interface of SHM and NDE (2020) (0)
Volterra methods for constructing structural dynamic observables for nonlinear systems: An extended calculation (2009) (0)
A NEAT APPROACH TO STRUCTURAL HEALTH MONITORING (2020) (0)
Frequency domain representations of [Complex text requiring graphic](t) and [Complex text requiring graphic](t) (2001) (0)
Impact of blade structural and aerodynamic uncertainties on wind turbine loads (2022) (0)
A Compressed Sensing Approach to Operational Modal Analysis Using Phase-Based Video Motion Magnification (2019) (0)
Discontinuities in the Duffing oscillator FRF (2000) (0)
(2017) Compressive sensing for direct time of flight estimation in ultrasound-based NDT. In: 11th International Workshop on Structural Health Monitoring, 2017-09-12 - 2017-09-14. (2018) (0)
System identification—continuous time (2019) (0)
From linear to nonlinear (2019) (0)
Implementation of an Organic Database Structure for Population-Based Structural Health Monitoring (2021) (0)
Spectral Response of a Nonlinear System, #263 (2000) (0)
The Hilbert transform—a complex analytical approach (2019) (0)
Consideration of environmental and operation variations for damage diagnos (2002) (0)
Experimental Validation of the Population-Form to Represent Nominally-Identical Systems (2019) (0)
Identification of Nonlinear Wave Forces. Part II. Frequency-Domain Analysis (1991) (0)
Volterra methods for constructing structural dynamic observables for nonlinear systems: An extended calculation (2009) (0)
Predicting Machining Centre Geometric Tolerance Thresholds with Support Vector Machines (2017) (0)
Special Issue on Acoustic Emission (2005) (0)
The Volterra series and higher-order frequency response functions (2019) (0)
System Identification of an MDOF Experimental Structure with a View Towards Validation and Verification (2015) (0)
Modelling of the aluminium alloy Al 2024 from the microscale to the macroscale: intergranular corrosion (2012) (0)
Metamodelling of auxetic cellular solids with differential evolution optimisation (2008) (0)
A generalised form for a homogeneous population of structures using an overlapping mixture of Gaussian processes (2022) (0)
Predicting Geometric Tolerance Thresholds in a Five-Axis Machining Centre (2018) (0)
Canonical-Correlation-Based Fast Feature Selection (2021) (0)
Appendix B: Essential Linear Structural Dynamics (2012) (0)

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