Active learning for regression in engineering populations: A risk-informed approach

Authors: Clarkson, Daniel R., Bull, Lawrence A., Wickramarachchi, Chandula T., Cross, Elizabeth J., Rogers, Timothy J., Worden, Keith, Dervilis, Nikolaos, Hughes, Aidan J.

Source: DCE 6 (2025) e16

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.04328

Sharing Information Between Machine Tools to Improve Surface Finish Forecasting

Authors: Clarkson, Daniel R., Bull, Lawrence A., Dardeno, Tina A., Wickramarachchi, Chandula T., Cross, Elizabeth J., Rogers, Timothy J., Worden, Keith, Dervilis, Nikolaos, Hughes, Aidan J.

Subject Terms: Computer Science - Machine Learning, Computer Science - Computational Engineering, Finance, and Science

Access URL: http://arxiv.org/abs/2310.05807

Aftermaths of War in South Asia

Authors: Cross, Elizabeth

Contributors: Burnard, Trevor, book editor, Hart, Emma, book editor, Houllemare, Marie, book editor

Source: The Oxford Handbook of the Seven Years' War.

Availability: https://doi.org/10.1093/oxfordhb/9780197622605.013.45

A spectrum of physics-informed Gaussian processes for regression in engineering

Authors: Cross, Elizabeth J, Rogers, Timothy J, Pitchforth, Daniel J, Gibson, Samuel J, Jones, Matthew R

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2309.10656

Meta-models for transfer learning in source localisation

Authors: Bull, Lawrence A., Jones, Matthew R., Cross, Elizabeth J., Duncan, Andrew, Girolami, Mark

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, Statistics - Applications

Access URL: http://arxiv.org/abs/2305.08657

Foundations of population-based SHM, Part V: Network, framework and database

Authors: Brennan, Daniel S. ^⁎, Gosliga, Julian, Cross, Elizabeth J., Worden, Keith

Source: In Mechanical Systems and Signal Processing 15 January 2025 223

Canonical-correlation-based fast feature selection for structural health monitoring

Authors: Zhang, Sikai ^b, Wang, Tingna ^{a, c, ⁎}, Worden, Keith ^b, Sun, Limin ^{a, c, d}, Cross, Elizabeth J. ^b

Source: In Mechanical Systems and Signal Processing 15 January 2025 223

A topological analysis of cointegrated data: a Z24 Bridge case study

Authors: Gowdridge, Tristan, Cross, Elizabeth, Dervilis, Nikolaos, Worden, Keith

Subject Terms: Mathematics - Algebraic Topology, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Systems and Control

Access URL: http://arxiv.org/abs/2212.11727

Physics-informed machine learning for Structural Health Monitoring

Authors: Cross, Elizabeth J, Gibson, Samuel J, Jones, Matthew R, Pitchforth, Daniel J, Zhang, Sikai, Rogers, Timothy J

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2206.15303

Constraining Gaussian processes for physics-informed acoustic emission mapping

Authors: Jones, Matthew R, Rogers, Timothy J, Cross, Elizabeth J

Subject Terms: Computer Science - Machine Learning, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2206.01495

On population-based structural health monitoring for bridges: Comparing similarity metrics and dynamic responses between sets of bridges

Authors: Bunce, Andrew, Brennan, Daniel S., Ferguson, Alan, O'Higgins, Connor, Taylor, Su, Cross, Elizabeth J, Worden, Keith, Brownjohn, James, Hester, David

Source: In Mechanical Systems and Signal Processing 1 July 2024 216

Grey-box models for wave loading prediction

Authors: Pitchforth, Daniel J, Rogers, Timothy J, Tygesen, Ulf T, Cross, Elizabeth J

Source: Mechanical Systems and Signal Processing, Volume 159, 2021

Subject Terms: Computer Science - Machine Learning, Electrical Engineering and Systems Science - Signal Processing, Physics - Fluid Dynamics

Access URL: http://arxiv.org/abs/2105.13813

Mental Health Crises in Autistic Children: A Framework for Prevention and Intervention in Primary Care

Authors: Vasa, Roma A., Neamsapaya, Kate, Cross, Elizabeth A., Kalb, Luther

Source: In The Pediatric Clinics of North America April 2024 71(2):269-282

Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data

Authors: Bull, Lawrence A., Gardner, Paul, Rogers, Timothy J., Cross, Elizabeth J., Dervilis, Nikolaos, Worden, Keith

Source: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering 7.1 (2021): 03120003

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2103.01676

Damage detection in operational wind turbine blades using a new approach based on machine learning

Authors: Chandrasekhar, Kartik, Stevanovic, Nevena, Cross, Elizabeth J., Dervilis, Nikolaos, Worden, Keith

Source: This is an author produced version of a paper subsequently published in Renewable Energy, Elsevier, 2021. Uploaded in accordance with the publisher's self-archiving policy

Subject Terms: Computer Science - Machine Learning, Physics - Data Analysis, Statistics and Probability

Access URL: http://arxiv.org/abs/2101.11711

Structured Machine Learning Tools for Modelling Characteristics of Guided Waves

Authors: Haywood-Alexander, Marcus, Dervilis, Nikolaos, Worden, Keith, Cross, Elizabeth J., Mills, Robin S., Rogers, Timothy J.

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2101.01506

A Bayesian methodology for localising acoustic emission sources in complex structures

Authors: Jones, Matthew R., Rogers, Tim J., Worden, Keith, Cross, Elizabeth J.

Subject Terms: Computer Science - Machine Learning, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2012.11058

On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression

Authors: Nayek, Rajdip, Fuentes, Ramon, Worden, Keith, Cross, Elizabeth J.

Subject Terms: Statistics - Methodology, Electrical Engineering and Systems Science - Systems and Control, Statistics - Applications

Access URL: http://arxiv.org/abs/2012.01937

Development and validation of the Baseline Recurrence Risk in Cellulitis (BRRISC) score

Authors: L.A. Cross, Elizabeth, Quan, T. Phuong, Hayward, Gail N., Walker, A. Sarah, Llewelyn, Martin J.

Source: In Journal of Infection February 2024 88(2):103-111

Approximate Bayesian Inference for Piecewise-Linear Stiffness Systems
40th International modal analysis conference, IMAC

Authors: Nayek, Rajdip, Abdessalem, Mohamed Anis Ben, Dervilis, Nikolaos, Cross, Elizabeth J., Worden, Keith

Source: Proceedings of the IMAC ... a conference & exposition on structural dynamics. 40(1):165-176

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN607745091&indx=1&recIds=ETOCCN607745091