Keith Worden

Missouri University of Science and Technology — United States

Engineering · Physical Sciences

75h-index27.1kcitations832works3.62yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Structural Health Monitoring Techniques(480), Ultrasonics and Acoustic Wave Propagation(147), Fault Detection and Control Systems(115), Probabilistic and Robust Engineering Design(105), Infrastructure Maintenance and Monitoring(103)

Publications831 total

Applications of Machine Learning in SHM
2025
Python open-source signal processing and modeling/simulation for scientific research in structural dynamics—A review
Mechanical Systems and Signal Processing·2025Open Access
Active transfer learning for structural health monitoring
Mechanical Systems and Signal Processing·2025· 1 citedOpen Access
Inter-turbine modelling of wind-farm power using multi-task learning
Mechanical Systems and Signal Processing·2025Open Access
Multi-Task Equation Discovery
arXiv (Cornell University)·2025Open Access
Machine-learning perspectives on Volterra system identification
Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences·2025
The Benefits of Duffing-type Nonlinearities and Electrical Optimisation of a Randomly Excited Energy Harvester
River Publishers eBooks·2025
Higher-Order Frequency Response Functions for Hysteretic Systems
River Publishers eBooks·2025
Physics-informed transfer learning for SHM via feature selection
Mechanical Systems and Signal Processing·2025· 2 citedOpen Access
On the influence of attributes for assessing similarity and sharing knowledge in heterogeneous populations of structures
Mechanical Systems and Signal Processing·2025· 1 citedOpen Access
Inter-turbine Modelling of Wind-Farm Power using Multi-task Learning
arXiv (Cornell University)·2025Open Access
The Past, Present and Future of Structural Health Monitoring: An Overview of Three Ages
Strain·2025· 19 citedOpen Access
On the use of Statistical Learning Theory for model selection in Structural Health Monitoring
arXiv (Cornell University)·2025Open Access
Regularising NARX models with multi-task learning
arXiv (Cornell University)·2025Open Access
Arc-Jet and Free-Flight Evaluation of Laminar and Turbulent Diffusion Models on Ablation
2025
Physics-Informed Transfer Learning for Shm Via Feature Selection
SSRN Electronic Journal·2025Open Access
DOMAIN ADAPTATION IN STRUCTURAL HEALTH MONITORING USING LEARNING BOUNDS AND GENERATIVE NETWORKS
UNCECOMP Proceedings·2025Open Access
Towards PEAR: a Benchmark Dataset for Population-basedSHM
2025Open Access
A projection basis adaptation scheme for the update of reduced order models using vibration measurements
SSRN Electronic Journal·2025Open Access
Active learning for regression in engineering populations: a risk-informed approach
Data-Centric Engineering·2025· 1 citedOpen Access
page 1 of 42Next →

Frequent Co-authors

Charles R. Farrar(16), G. Manson(9), Elizabeth J. Cross(6), Gyuhae Park(5), G.R. Tomlinson(5), Wiesław J. Staszewski(5), Paul Gardner(5), Nikolaos Dervilis(5), Elói Figueiredo(3), Joaquim Figueiras(3), Dan Allman(3), Lawrence A. Bull(3), Julian Gosliga(3), Gaëtan Kerschen(2), Jean‐Claude Golinval(2), Hoon Sohn(2), Robert J. Barthorpe(2), James Hensman(2), Michael D. Todd(2), Gareth Pierce(2)