Physics-Informed Neural Networks for microflows: Rarefied Gas Dynamics in Cylinder Arrays

Authors: Tucny, Jean-Michel, Lauricella, Marco, Durve, Mihir, Guglielmo, Gianmarco, Montessori, Andrea, Succi, Sauro

Subject Terms: Physics - Computational Physics, Physics - Fluid Dynamics

Access URL: http://arxiv.org/abs/2501.13108

Minimal droplet shape representation in experimental microfluidics using Fourier series and autoencoders

Authors: Durve, Mihir, Tucny, Jean-Michel, Orsini, Sibilla, Tiribocchi, Adriano, Montessori, Andrea, Lauricella, Marco, Camposeo, Andrea, Pisignano, Dario, Succi, Sauro

Subject Terms: Physics - Fluid Dynamics

Access URL: http://arxiv.org/abs/2407.04863

Droplet shape representation using Fourier series and autoencoders

Authors: Durve, Mihir, Tucny, Jean-Michel, Bhamre, Deepesh, Tiribocchi, Adriano, Lauricella, Marco, Montessori, Andrea, Succi, Sauro

Subject Terms: Physics - Fluid Dynamics, Physics - Computational Physics

Access URL: http://arxiv.org/abs/2403.15797

Measuring arrangement and size distributions of flowing droplets in microchannels through deep learning

Authors: Durve, Mihir, Orsini, Sibilla, Tiribocchi, Adriano, Montessori, Andrea, Tucny, Jean-Michel, Lauricella, Marco, Camposeo, Andrea, Pisignano, Dario, Succi, Sauro

Source: Physics of Fluids 36, 022105 (2024)

Subject Terms: Physics - Fluid Dynamics

Access URL: http://arxiv.org/abs/2310.19374

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Learning of viscosity functions in rarefied gas flows with physics-informed neural networks

Authors: Tucny, Jean-Michel, Durve, Mihir, Montessori, Andrea, Succi, Sauro

Subject Terms: Physics - Fluid Dynamics, Physics - Computational Physics

Access URL: http://arxiv.org/abs/2305.06222

Multiscale Hybrid Modeling of Proteins in Solvent: SARS-CoV2 Spike Protein as test case for Lattice Boltzmann -- All Atom Molecular Dynamics Coupling

Authors: Lauricella, Marco, Chiodo, Letizia, Bonaccorso, Fabio, Durve, Mihir, Montessori, Andrea, Tiribocchi, Adriano, Loppini, Alessandro, Filippi, Simonetta, Succi, Sauro

Source: Communications in Computational Physics, 33 (2023), pp. 57-76

Subject Terms: Physics - Computational Physics, Condensed Matter - Mesoscale and Nanoscale Physics

Access URL: http://arxiv.org/abs/2305.05025

Thread-safe lattice Boltzmann for high-performance computing on GPUs

Authors: Montessori, Andrea, Lauricella, Marco, Tiribocchi, Adriano, Durve, Mihir, La Rocca, Michele, Amati, Giorgio, Bonaccorso, Fabio, Succi, Sauro

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Physics - Fluid Dynamics

Access URL: http://arxiv.org/abs/2304.06437

Crystallization and topology-induced dynamical heterogeneities in soft granular clusters

Authors: Bogdan, Michal, Pineda, Jesus, Durve, Mihir, Jurkiewicz, Leon, Succi, Sauro, Volpe, Giovanni, Guzowski, Jan

Subject Terms: Condensed Matter - Soft Condensed Matter, J.2

Access URL: http://arxiv.org/abs/2302.05363

Benchmarking YOLOv5 and YOLOv7 models with DeepSORT for droplet tracking applications

Authors: Durve, Mihir, Orsini, Sibilla, Tiribocchi, Adriano, Montessori, Andrea, Tucny, Jean-Michel, Lauricella, Marco, Camposeo, Andrea, Pisignano, Dario, Succi, Sauro

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Physics - Fluid Dynamics

Access URL: http://arxiv.org/abs/2301.08189

Shapes and dynamic regimes of a polar active fluid droplet under confinement

Authors: Tiribocchi, Adriano, Durve, Mihir, Lauricella, Marco, Montessori, Andrea, Marenduzzo, Davide, Succi, Sauro

Subject Terms: Condensed Matter - Soft Condensed Matter, Physics - Fluid Dynamics

Access URL: http://arxiv.org/abs/2208.08163

Machine learning assisted droplet trajectories extraction in dense emulsions and their analysis

Authors: Durve, Mihir, Tiribocchi, Adriano, Montessori, Andrea, Lauricella, Marco, Succi, Sauro

Subject Terms: Physics - Fluid Dynamics, Condensed Matter - Soft Condensed Matter

Access URL: http://arxiv.org/abs/2206.03681

DropTrack -- automatic droplet tracking using deep learning for microfluidic applications

Authors: Durve, Mihir, Tiribocchi, Adriano, Bonaccorso, Fabio, Montessori, Andrea, Lauricella, Marco, Bogdan, Michal, Guzowski, Jan, Succi, Sauro

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Physics - Computational Physics

Access URL: http://arxiv.org/abs/2205.02568

Tracking droplets in soft granular flows with deep learning techniques

Authors: Durve, Mihir, Bonaccorso, Fabio, Montessori, Andrea, Lauricella, Marco, Tiribocchi, Adriano, Succi, Sauro

Source: Eur. Phys. J. Plus 136, 864 (2021)

Subject Terms: Condensed Matter - Soft Condensed Matter

Access URL: http://arxiv.org/abs/2107.01575

A fast and efficient deep learning procedure for tracking droplet motion in dense microfluidic emulsions

Authors: Durve, Mihir, Bonaccorso, Fabio, Montessori, Andrea, Lauricella, Marco, Tiribocchi, Adriano, Succi, Sauro

Subject Terms: Condensed Matter - Soft Condensed Matter

Access URL: http://arxiv.org/abs/2103.01572

Spontaneous motion of a passive fluid droplet in an active microchannelElectronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d3sm00561e

Authors: Tiribocchi, Adriano, Durve, Mihir, Lauricella, Marco, Montessori, Andrea, Succi, Sauro

Source: Soft matter. 19(34):6556-6568

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100191137332.0x000001&indx=1&recIds=ETOCvdc_100191137332.0x000001

Collective olfactory search in a turbulent environment

Authors: Durve, Mihir, Piro, Lorenzo, Cencini, Massimo, Biferale, Luca, Celani, Antonio

Source: Phys. Rev. E 102, 012402 (2020)

Subject Terms: Physics - Biological Physics, Condensed Matter - Statistical Mechanics

Access URL: http://arxiv.org/abs/1911.09499

Learning to flock through reinforcement

Authors: Durve, Mihir, Peruani, Fernando, Celani, Antonio

Source: Phys. Rev. E 102, 012601 (2020)

Subject Terms: Physics - Physics and Society, Condensed Matter - Statistical Mechanics, Computer Science - Multiagent Systems

Access URL: http://arxiv.org/abs/1911.01697

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Active Particle Condensation by Nonreciprocal and Time-delayed Interactions

Authors: Durve, Mihir, Saha, Arnab, Sayeed, Ahmed

Subject Terms: Condensed Matter - Soft Condensed Matter

Access URL: http://arxiv.org/abs/1703.09596