Publications
2025
Tiribocchi A., Durve M., Lauricella M., Montessori A., Tucny J.-M., Succi S.
Lattice Boltzmann simulations for soft flowing matter
Physics Reports, vol. 1105, pp. 1-52
2024
Bogdan M., Pineda J., Durve M., Jurkiewicz L., Succi S., Volpe G., Guzowski J.
Crystallization and topology-induced dynamical heterogeneities in soft granular clusters
Physical Review Research, vol. 6, (no. 3)
2024
Durve M., Tucny JM., Bhamre D., Tiribocchi A., Lauricella M., Montessori A., Succi S.
Droplet shape representation using fourier series and autoencoders
AIAA Journal, vol. 0, (no. 0), pp. 1-5
2024
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
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)
2024
Durve M., Tucny J.-M., Orsini S., Tiribocchi A., Montessori A., Lauricella M., Camposeo A., Pisignano D., Succi S.
Minimal droplet shape representation in experimental microfluidics using Fourier series and autoencoders
Physics of Fluids, vol. 36, (no. 11)
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
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