Keith Worden

27.2k citations

465 papers · 18.3k indexed · 6 hit papers · h-index 62

Impact in

Civil and Structural Engineering top 0.01%
- Structural Health Monitoring Techniques
- Infrastructure Maintenance and Monitoring
- Concrete Corrosion and Durability
Statistics, Probability and Uncertainty top 0.05%
- Probabilistic and Robust Engineering Design

Papers in

Civil and Structural Engineering 304
- Structural Health Monitoring Techniques 288
- Infrastructure Maintenance and Monitoring 57
Statistics, Probability and Uncertainty 74
- Probabilistic and Robust Engineering Design 65

Co-authors: Charles R. Farrar G. Manson G.R. Tomlinson Elizabeth J. Cross Wiesław J. Staszewski Nikolaos Dervilis Jean‐Claude Golinval Gaëtan Kerschen
Journals: Mechanical Systems and Signal Processing (96 papers)Journal of Sound and Vibration (38 papers)Strain (22 papers)Structural Health Monitoring (12 papers)Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences (8 papers)
Partner nations: United Kingdom United States Italy

In The Last Decade

Keith Worden

449 papers receiving 17.5k citations

Hit Papers

6 papers align trajectories log scale

Structural Health Monitoring: A Machine Learning Perspective 2012 · 778 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2012 Structural Health Monitoring: A Machine Learning Perspective
2012 Mechanical Systems and Signal Processing
2012 Structural Health Monitoring
2010 Structural Health Monitoring
2006 Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences
2005 Mechanical Systems and Signal Processing

Peers

Countries citing papers authored by Keith Worden

Since Specialization

Citations

This map shows the geographic impact of Keith Worden's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Keith Worden with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Keith Worden more than expected).

Fields of papers citing papers by Keith Worden

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Keith Worden. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Keith Worden. The network helps show where Keith Worden may publish in the future.

Co-authors

The 25 scholars most cited alongside Keith Worden, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Keith Worden Line = papers co-authored together Keith Worden links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Active transfer learning for structural health monitoring Mechanical Systems and Signal Processing ·Bernur Açıkgöz, Nikolaos Dervilis, Keith Worden, Paul Gardner, ایرج ترابی, Robin S. Mills, 睦子中込	2025	1
2	On the influence of attributes for assessing similarity and sharing knowledge in heterogeneous populations of structures Mechanical Systems and Signal Processing ·Kazuichi Fukao Sawaoka, 睦子中込, Cecilia Surace, Keith Worden	2025	0
3	Physics-informed transfer learning for SHM via feature selection Mechanical Systems and Signal Processing ·Bernur Açıkgöz, Paul Gardner, 睦子中込, 諄酒井, Robin S. Mills, 利昭佐藤, Keith Worden	2025	1
4	On population-based structural health monitoring for bridges: Comparing similarity metrics and dynamic responses between sets of bridges Mechanical Systems and Signal Processing ·Rosslyn Prosser, 宮川治樹, Erika Lindacher, Paul Moacdieh, Susan Taylor, Elizabeth J. Cross, Keith Worden, James Brownjohn, David Hester	2024	9
5	Canonical-correlation-based fast feature selection for structural health monitoring Mechanical Systems and Signal Processing ·G Adam Mott, Juliet Horton, Keith Worden, Sizhuo Chen, Elizabeth J. Cross	2024	3
6	On the hierarchical Bayesian modelling of frequency response functions Mechanical Systems and Signal Processing ·利昭佐藤, Keith Worden, Nikolaos Dervilis, Robin S. Mills, Lawrence A. Bull	2024	6
7	Multitask feature selection within structural datasets SHILAP Revista de lepidopterología ·Eleonora Cignoli, Bernur Açıkgöz, Keith Worden, Nikolaos Dervilis, Lawrence A. Bull	2024	2
8	Foundations of population-based SHM, Part V: Network, framework and database Mechanical Systems and Signal Processing ·宮川治樹, Julian Gosliga, Elizabeth J. Cross, Keith Worden	2024	1
9	ON THE USE OF MODEL-BASED VERSUS DATA-BASED APPROACHES FOR VIRTUAL SENSING IN SHM Evangelos Papatheou, Konstantinos Tatsis, Yahya Rabhi, Diana Solís, Nikolaos Dervilis, Keith Worden	2023	0
10	Comparing approaches for multi-axis kinematic positioning in machine tools Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture ·هشام محمد يسن, KH Shah, Keith Worden, Nikolaos Dervilis, Olzhas Ruslanuly	2021	3
11	Considering discrepancy when calibrating a mechanistic electrophysiology model Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences ·Chon Lok Lei, P. Pedaja, David J. Whittaker, Yasser Aboelkassem, Kylie A. Beattie, Chris D. Cantwell, Tammo Delhaas, C. Stuart Houston, WANGCUn-guo, Alexander V. Panfilov, Pras Pathmanathan, 李久成, Rodrigo Weber dos Santos, John Walmsley, Keith Worden, Gary R. Mirams, R. Wilkinson	2020	45
12	Machine learning at the interface of structural health monitoring and non-destructive evaluation Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences ·Paul Gardner, R. Fuentes, Nikolaos Dervilis, Carmelo Mineo, Gareth Pierce, Elizabeth J. Cross, Keith Worden	2020	46
13	Damage detection in a laboratory wind turbine blade using techniques of ultrasonic NDT and SHM Strain ·Kai Yang, J.A. Rongong, Keith Worden	2018	31
14	An Optimisation Scheme Based on the Local Interaction Simulation Approach and Lamb Waves for Elastic Property Estimation in Multi-Layered Composites SHILAP Revista de lepidopterología ·Andrew Spencer, Keith Worden, Wiesław J. Staszewski, J.A. Rongong, Neil D. Sims	2012	5
15	Nonlinear Cointegration as a Combinatorial Optimisation Problem Structural Health Monitoring ·Elizabeth J. Cross, Keith Worden	2011	2
16	On sensor placement for impact location: optimisation under the effect of uncertainties PORTO Publications Open Repository TOrino (Politecnico di Torino) ·Lukasz Radzinski, Marco Gherlone, Massimiliano Mattone, Marco Di Sciuva, Keith Worden	2010	2
17	Identification of impact damage in CRRP laminates using the NDT approach ePrints Soton (University of Southampton) ·Mohamed Thariq Hameed Sultan, Keith Worden, J.M. Dulieu‐Barton, Wiesław J. Staszewski, A. Hodzic, Gareth Pierce	2009	4
18	Impact damage detection and quantification in CFRP laminates; a precursor to machine learning ePrints Soton (University of Southampton) ·Mohamed Thariq Hameed Sultan, Keith Worden, Wiesław J. Staszewski, Gareth Pierce, J.M. Dulieu‐Barton, A. Hodzic	2009	19
19	Non-Linear Identification in Modal Space Using a Genetic Algorithm Approach for Model Selection Open Repository and Bibliography (University of Liège) ·许端阳, Jan R. Wright, Keith Worden, Grigorios Dimitriadis, Jonathan E. Cooper	2007	9
20	On Wave Force Analysis Using System Identification White Rose Research Online (University of Leeds, The University of Sheffield, University of York) ·Keith Worden, Peter Stansby, G.R. Tomlinson, S.A. Billings	1992	1

About Keith Worden

Keith Worden is a scholar working on Civil and Structural Engineering, Statistics, Probability and Uncertainty, Control and Systems Engineering, Mechanics of Materials and Mechanical Engineering, having authored 465 papers that have together received 18.3k indexed citations. Recurring topics across this work include Structural Health Monitoring Techniques (288 papers), Ultrasonics and Acoustic Wave Propagation (93 papers), Fault Detection and Control Systems (66 papers), Probabilistic and Robust Engineering Design (65 papers), Non-Destructive Testing Techniques (61 papers), Infrastructure Maintenance and Monitoring (57 papers), Control Systems and Identification (43 papers) and Machine Fault Diagnosis Techniques (37 papers). The work is most often cited by research in Civil and Structural Engineering (13.3k citations), Statistics, Probability and Uncertainty (2.1k citations), Mechanics of Materials (5.7k citations), Control and Systems Engineering (3.6k citations) and Mechanical Engineering (4.9k citations). Keith Worden has collaborated with scholars based in United Kingdom, United States and Italy. Frequent co-authors include Charles R. Farrar, G. Manson, G.R. Tomlinson, Elizabeth J. Cross, Wiesław J. Staszewski, Nikolaos Dervilis, Jean‐Claude Golinval, Gaëtan Kerschen, Paul Gardner and Hoon Sohn. Their work appears in journals such as Mechanical Systems and Signal Processing, Journal of Sound and Vibration, Strain, Structural Health Monitoring and Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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