59 citations · 213 across the 24 of their papers we have counts for
5 papers · 1 filter
Shapes and dynamic regimes of a polar active fluid droplet under confinement
Adriano Tiribocchi, Mihir Durve, Marco Lauricella +3
Active droplets are artificial microswimmers built from a liquid dispersion by microfluidic tools and showing self-propelled motion. These systems hold particular interest for mimi…
Machine learning assisted droplet trajectories extraction in dense emulsions and their analysis
Mihir Durve, Adriano Tiribocchi, Andrea Montessori +2
This work analyzes trajectories obtained by YOLO and DeepSORT algorithms of dense emulsion systems simulated by Lattice Boltzmann methods. The results indicate that the individual…
DropTrack -- automatic droplet tracking using deep learning for microfluidic applications
Mihir Durve, Adriano Tiribocchi, Fabio Bonaccorso +5
Deep neural networks are rapidly emerging as data analysis tools, often outperforming the conventional techniques used in complex microfluidic systems. One fundamental analysis fre…
The crucial role of adhesion in the transmigration of active droplets through interstitial orifices
A. Tiribocchi, M. Durve, M. Lauricella +3
Active fluid droplets are a class of soft materials exhibiting autonomous motion sustained by an energy supply. Such systems have been shown to capture motility regimes typical of…
Dynamics of polydisperse multiple emulsions in microfluidic channels
A. Tiribocchi, A. Montessori, M. Durve +3
Multiple emulsions are a class of soft fluid in which small drops are immersed within a larger one and stabilized over long periods of time by a surfactant. We recently showed that…