Tim Tuuva

Data augmentation by an electro-vibratory feedback improves signal interpretation by neural networks.

Data-driven machine learning algorithms represent an alternative to numerical or analytical modeling of vibrating objects for the purpose of extracting their material or geometric properties. Their performance is conditioned by the quality of the training dataset, which should contain all possible production configurat...