On the application of generative adversarial networks for nonlinear modal analysis. - George Tsialiamanis; Max D. Champneys; Nikolaos Dervilis; David J. Wagg; Keith Worden (CoRR, 2022)

PAO: A general particle swarm algorithm with exact dynamics and closed-form transition densities. - Max D. Champneys; Timothy J. Rogers 003 (CoRR, 2023)

Full-scale modal testing of a Hawk T1A aircraft for benchmarking vibration-based methods. - Marcus Haywood-Alexander; Robin S. Mills; Max D. Champneys; Matthew R. Jones; Matthew S. Bonney; David J. Wagg; Timothy J. Rogers 003 (CoRR, 2023)

Probabilistic Numeric SMC Sampling for Bayesian Nonlinear System Identification in Continuous Time. - Joe D. Longbottom; Max D. Champneys; Timothy J. Rogers 003 (CoRR, 2024)

Baseline Results for Selected Nonlinear System Identification Benchmarks. - Max D. Champneys; Gerben Izaak Beintema; Roland Tóth; Maarten Schoukens; Timothy J. Rogers 003 (CoRR, 2024)

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; Robin S. Mills; David J. Wagg; Timothy J. Rogers 003 (CoRR, 2024)

BINDy - Bayesian identification of nonlinear dynamics with reversible-jump Markov-chain Monte-Carlo. - Max D. Champneys; Timothy J. Rogers 003 (CoRR, 2024)

A new perspective on Bayesian Operational Modal Analysis. - Brandon J. O'Connell; Max D. Champneys; Timothy J. Rogers 003 (CoRR, 2024)