Predicting and following T1 events in dry foams from geometric features

O Tainio, L Viitanen, JR Mac Intyre, M Aydin… - Physical Review …, 2021 - APS
Machine learning techniques have been recently applied in predicting deformation in
amorphous materials. In this study, we extract structural features around liquid film vertices …

Effect of thresholding on avalanches and their clustering for interfaces with long-range elasticity

J Savolainen, L Laurson, M Alava - Physical Review E, 2022 - APS
Avalanches are often defined as signals higher than some detection level in bursty systems.
The choice of the detection threshold affects the number of avalanches, but it can also affect …