Structured Machine Learning Tools for Modelling Characteristics of
Guided Waves

Structured Machine Learning Tools for Modelling Characteristics of Guided Waves

5 January 2021

M. Haywood-Alexander

Keith Worden

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Papers citing "Structured Machine Learning Tools for Modelling Characteristics of Guided Waves"

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Title
Physically-informed change-point kernels for structural dynamics D. J. Pitchforth M. R. Jones S. Gibson E. Cross 19 0 0 13 Jun 2025
Discussing the Spectrum of Physics-Enhanced Machine Learning; a Survey on Structural Mechanics Applications M. Haywood-Alexander Wei Liu Kiran Bacsa Zhilu Lai Eleni Chatzi AI4CE 64 12 0 31 Oct 2023
A spectrum of physics-informed Gaussian processes for regression in engineering E. Cross T. Rogers D. J. Pitchforth S. Gibson Matthew R. Jones 66 9 0 19 Sep 2023
Physics-informed machine learning for Structural Health Monitoring E. Cross S. Gibson M. R. Jones D. J. Pitchforth S. Zhang T. Rogers AI4CE 105 36 0 30 Jun 2022