Physics-informed machine learning for Structural Health Monitoring. - Elizabeth J. Cross; Samuel J. Gibson; Matthew R. Jones; Daniel J. Pitchforth; Sikai Zhang; Timothy J. Rogers 003 (CoRR, 2022)

A spectrum of physics-informed Gaussian processes for regression in engineering. - Elizabeth J. Cross; Timothy J. Rogers 003; Daniel J. Pitchforth; Samuel J. Gibson; Matthew R. Jones (CoRR, 2023)

Physically-informed change-point kernels for structural dynamics. - Daniel J. Pitchforth; Matthew R. Jones; Samuel J. Gibson; Elizabeth J. Cross (CoRR, 2025)