Constraining Gaussian processes for physics-informed acoustic emission mapping

3 June 2022

Papers citing "Constraining Gaussian processes for physics-informed acoustic emission mapping"

6 / 6 papers shown

Title
Statistical Finite Elements via Interacting Particle Langevin Dynamics Alex Glyn-Davies Connor Duffin Ieva Kazlauskaite Mark Girolami O. Deniz Akyildiz 85 0 0 11 Sep 2024
Towards Multilevel Modelling of Train Passing Events on the Staffordshire Bridge L. Bull Chiho Jeon Mark Girolami Andrew Duncan Jennifer Schooling Miguel Bravo Haro 47 0 0 26 Mar 2024
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 42 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 61 9 0 19 Sep 2023
On the hierarchical Bayesian modelling of frequency response functions T. Dardeno K. Worden N. Dervilis Robin S. Mills L. Bull 75 9 0 12 Jul 2023
On the Integration of Physics-Based Machine Learning with Hierarchical Bayesian Modeling Techniques O. Sedehi Antonina M. Kosikova C. Papadimitriou L. Katafygiotis 56 7 0 01 Mar 2023