Keith Worden
#103,112
Most Influential Person Now
Researcher ORCID ID = 0000-0002-1035-238X
Keith Worden's AcademicInfluence.com Rankings
Keith Wordencomputer-science Degrees
Computer Science
#3708
World Rank
#3898
Historical Rank
Computational Linguistics
#241
World Rank
#245
Historical Rank
Machine Learning
#518
World Rank
#524
Historical Rank
Artificial Intelligence
#726
World Rank
#737
Historical Rank

Download Badge
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
Similar Degrees You Can Earn
Why Is Keith Worden Influential?
(Suggest an Edit or Addition)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)
- Damage Detection in a Glass Plate Using Outlier Analysis (2013) (4)
- 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)
- INVESTIGATING EXPERIMENTAL REPEATABILITY AND FEATURE CONSISTENCY IN VIBRATION-BASED SHM (2022) (2)
- 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)
- INVESTIGATING THE EFFECTS OF AMBIENT TEMPERATURE ON FEATURE CONSISTENCY IN VIBRATION-BASED SHM (2022) (2)
- 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 Æ(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—a 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—discrete 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)
- Twitter Role Classification (2019) (0)
- 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—continuous 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)
This paper list is powered by the following services:
What Schools Are Affiliated With Keith Worden?
Keith Worden is affiliated with the following schools: