2 papers
cs.CV2025
3D-ADAM: A Dataset for 3D Anomaly Detection in Additive Manufacturing
Paul McHard, Florent P. Audonnet, Oliver Summerell +3
Surface defects are a primary source of yield loss in manufacturing, yet existing anomaly detection methods often fail in real-world deployment due to limited and unrepresentative…
physics.flu-dyn2025
Benchmarking machine learning models for predicting aerofoil performance
Oliver Summerell, Gerardo Aragon-Camarasa, Stephanie Ordonez Sanchez
This paper investigates the capability of Neural Networks (NNs) as alternatives to the traditional methods to analyse the performance of aerofoils used in the wind and tidal energy…