Full-scale modal testing of a Hawk T1A aircraft for benchmarking vibration-based methods

no code implementations • 6 Oct 2023 • Marcus Haywood-Alexander, Robin S. Mills, Max D. Champneys, Matthew R. Jones, Matthew S. Bonney, David Wagg, Timothy J. Rogers

The collected data is made freely and openly available with the intention that it serve as a benchmark dataset for challenges in full-scale structural dynamics.

Benchmarking Experimental Design

Structured Machine Learning Tools for Modelling Characteristics of Guided Waves

no code implementations • 5 Jan 2021 • Marcus Haywood-Alexander, Nikolaos Dervilis, Keith Worden, Elizabeth J. Cross, Robin S. Mills, Timothy J. Rogers

The use of ultrasonic guided waves to probe the materials/structures for damage continues to increase in popularity for non-destructive evaluation (NDE) and structural health monitoring (SHM).

BIG-bench Machine Learning Gaussian Processes