Lab
Execution, not just thinking
A working bench of case studies, experiments, and tools. Each entry is a piece of proof-of-work — some active, some early, all documented in the open.
Case Studies02
Case StudyActive
Surrogate Modelling for Structural Dynamics
Exploring how machine learning models can approximate expensive structural dynamics simulations while preserving useful physical behaviour.
Surrogate ModelsStructural DynamicsScientific MLUncertainty
Read moreCase StudyExperiment
Impact Detection in Sensorised Structures
A machine learning approach to identifying impact events in sensorised structural panels using measured response data.
SHMSignal ProcessingClassificationSensors
Read moreExperiments00
Nothing archived yet — completed and retired work will live here.
Tools01
Archived00
Nothing archived yet — completed and retired work will live here.