Publications
2024
Durve M., Orsini S., Tiribocchi A., Montessori A., Tucny J.-M., Lauricella M., Camposeo A., Pisignano D., Succi S.
Measuring arrangement and size distributions of flowing droplets in microchannels through deep learning using DropTrack
Physics of Fluids, vol. 36, (no. 2)
2023
Durve M., Orsini S., Tiribocchi A., Montessori A., Tucny J-M., Lauricella M., Camposeo A., Pisignano D., Succi S.
Benchmarking YOLOv5 and YOLOv7 models with DeepSORT for droplet tracking applications
The European Physical Journal E, vol. 46, (no. 32)
2023
Succi S., Bonaccorso F., Durve M., Lauricella M., Montessori A., Tiribocchi A.
Density Functional Kinetic Theory for Soft Matter
Springer INdAM Series, vol. 51, pp. 249-260
2023
Tucny J-M., Durve M., Montessori A., Succi S.
Learning of viscosity functions in rarefied gas flows with physics-informed neural networks
Computers and Fluids, vol. 269, (no. 2024), pp. 106114
2023
Lauricella M., Chiodo L., Bonaccorso F., Durve M., Montessori A., Tiribocchi A., Loppini A., Filippi S., Succi S.
Multiscale Hybrid Modeling of Proteins in Solvent: SARS-CoV2 Spike Protein as Test Case for Lattice Boltzmann – All Atom Molecular Dynamics Coupling
Communications in Computational Physics, vol. 33, (no. 1), pp. 57-76
2023
Tiribocchi A., Durve M., Lauricella M., Montessori A., Marenduzzo D., Succi S.
Shapes and dynamic regimes of a polar active fluid droplet under confinement
Physics of Fluids, vol. 35, (no. 6)
2023
Tiribocchi A., Durve M., Lauricella M., Montessori A., Succi S.
Spontaneous motion of a passive fluid droplet in an active microchannel
Soft Matter, vol. 19, (no. 34), pp. 6556-6568
2023
Tiribocchi A., Durve M., Lauricella M., Montessori A., Marenduzzo D., Succi S.
The crucial role of adhesion in the transmigration of active droplets through interstitial orifices
Nature Communications, vol. 14, pp. 1096
2023
Montessori A., Lauricella M., Tiribocchi A., Durve M., La Rocca M., Amati G., Bonaccorso F., Succi S.
Thread-safe lattice Boltzmann for high-performance computing on GPUs
Journal of Computational Science, vol. 74
2022
Durve M., Tiribocchi A., Bonaccorso F., Montessori A., Lauricella M., Bogdan M., Guzowski J., Succi S.
DropTrack - Automatic droplet tracking with YOLOv5 and DeepSORT for microfluidic applications
Physics of Fluids, vol. 34, (no. 8)
2022
Durve M., Tiribocchi A., Montessori A., Lauricella M., Succi S.
Machine learning assisted droplet trajectories extraction in dense emulsions
Communications in Applied and Industrial Mathematics, vol. 13, (no. 1), pp. 70-77
2021
Durve M., Bonaccorso F., Montessori A., Lauricella M., Tiribocchi A., Succi S.
A fast and efficient deep learning procedure for tracking droplet motion in dense microfluidic emulsions
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol. 379, (no. 2208), pp. 20200400
Article
Journal
2021
Tiribocchi A., Montessori A., Durve M., Bonaccorso F., Lauricella M., Succi S.
Dynamics of polydisperse multiple emulsions in microfluidic channels
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics, vol. 104, pp. 065112
2021
Lauricella M., Chiodo L., Bonaccorso F., Durve M., Montessori A., Tiribocchi A., Loppini A., Filippi S., Succi S.
MULTISCALE MODELING OF THE WILD-TYPE AND ALPHA VARIANT SARS-COV-2 SPIKE PROTEIN
ENEA CRESCO IN THE FIGHT AGAINST COVID-19
Book Chapter
Book
2021
Durve M., Bonaccorso F., Montessori A., Lauricella M., Tiribocchi A., Succi S.
Tracking droplets in soft granular flows with deep learning techniques
The European Physical Journal Plus, vol. 136, (no. 8), pp. 864