1 citations · 1 across the 3 of their papers we have counts for
3 papers
eess.SY2024★ 1 cited
Multiple-input, multiple-output modal testing of a Hawk T1A aircraft: A new full-scale dataset for structural health monitoring
James Wilson, Max D. Champneys, Matt Tipuric +3
The use of measured vibration data from structures has a long history of enabling the development of methods for inference and monitoring. In particular, applications based on syst…
stat.ML2024
Probabilistic Numeric SMC Sampling for Bayesian Nonlinear System Identification in Continuous Time
Joe D. Longbottom, Max D. Champneys, Timothy J. Rogers
In engineering, accurately modeling nonlinear dynamic systems from data contaminated by noise is both essential and complex. Established Sequential Monte Carlo (SMC) methods, used…
cs.NE2023
PAO: A general particle swarm algorithm with exact dynamics and closed-form transition densities
Max D. Champneys, Timothy J. Rogers
A great deal of research has been conducted in the consideration of meta-heuristic optimisation methods that are able to find global optima in settings that gradient based optimise…