Cover Image

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

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Durve, Mihir, Orsini, Sibilla, Tiribocchi, Adriano, Montessori, Andrea, Tucny, Jean-Michel, Lauricella, Marco, Camposeo, Andrea, Pisignano, Dario, Succi, Sauro
Format:	Preprint
Published:	2023
Subjects:	Fluid Dynamics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Minimal droplet shape representation in experimental microfluidics using Fourier series and autoencoders
by: Durve, Mihir, et al.
Published: (2024)

Representation of Typical Droplet Shapes in 2D Latent Space
by: Durve, Mihir, et al.
Published: (2025)

Droplet shape representation using Fourier series and autoencoders
by: Durve, Mihir, et al.
Published: (2024)

Learning of viscosity functions in rarefied gas flows with physics-informed neural networks
by: Tucny, Jean-Michel, et al.
Published: (2023)

Three dimensional contractile droplet under confinement
by: Tiribocchi, Adriano, et al.
Published: (2026)

Physics-Informed Neural Networks for microflows: Rarefied Gas Dynamics in Cylinder Arrays
by: Tucny, Jean-Michel, et al.
Published: (2025)

Ghost-Mode Filtered Fluctuating Lattice Boltzmann Method
by: Lauricella, Marco, et al.
Published: (2026)

Lattice Boltzmann simulations for soft flowing matter
by: Tiribocchi, A., et al.
Published: (2024)

High-order thread-safe lattice Boltzmann model for HPC turbulent flow simulations
by: Montessori, Andrea, et al.
Published: (2024)

Thread-safe multiphase lattice Boltzmann model for droplet and bubble dynamics at high density and viscosity contrasts
by: Lauricella, Marco, et al.
Published: (2025)

Regularized Fluctuating Lattice Boltzmann Model
by: Lauricella, Marco, et al.
Published: (2025)

Adaptive near-contact repulsion in conservative Allen-Cahn phase-field lattice Boltzmann multiphase model
by: Montessori, Andrea, et al.
Published: (2026)

Lightweight Lattice Boltzmann
by: Tiribocchi, Adriano, et al.
Published: (2023)

Is the end of Insight in Sight ?
by: Tucny, Jean-Michel, et al.
Published: (2025)

accLB: A High-Performance Lattice Boltzmann Code for Multiphase Turbulence on Multi-Gpu Architectures
by: Lauricella, Marco, et al.
Published: (2025)

Schrödinger-Navier-Stokes equation for capillary fluids
by: Salasnich, Luca, et al.
Published: (2026)

Spontaneous epicuticular charging affects droplet dynamics on living leaves
by: Durve, Mihir, et al.
Published: (2026)

From non-equilibrium Green's functions to Lattice Wigner: A toy model for quantum nanofluidics simulations
by: Succi, S., et al.
Published: (2025)

A high-performance lattice Boltzmann model for multicomponent turbulent jet simulations
by: Montessori, Andrea, et al.
Published: (2024)

Breakdown of Kolmogorov Scaling and Modified Energy Transfer in Bubble-Laden Turbulence
by: Montessori, Andrea, et al.
Published: (2025)

Lowest order Carleman linearization for steady state fluid flow simulations
by: Cappelli, Luca, et al.
Published: (2026)

Can physical information aid the generalization ability of Neural Networks for hydraulic modeling?
by: Guglielmo, Gianmarco, et al.
Published: (2024)

Lattice Boltzmann-Carleman quantum algorithm and circuit for fluid flows at moderate Reynolds number
by: Sanavio, Claudio, et al.
Published: (2023)

Keldysh-Lattice Boltzmann approach to quantum nanofluidics
by: Succi, Sauro, et al.
Published: (2024)

Quantum wave representation of dissipative fluids
by: Salasnich, L., et al.
Published: (2023)

Quantum computing for simulation of fluid dynamics
by: Sanavio, Claudio, et al.
Published: (2024)

Validating the Boltzmann approach to the Large-Eddy simulations of forced homogeneous incompressible turbulence
by: Khan, Muhammad Idrees, et al.
Published: (2025)

Carleman-Grad approach to the quantum simulation of fluids
by: Sanavio, Claudio, et al.
Published: (2024)

High-throughput controlled droplets generation through a flow-focusing microchannel in shear-thinning fluids
by: Jammula, Manohar, et al.
Published: (2025)

Application of deep learning and inline holography to estimate the droplet size distribution
by: Ade, Someshwar Sanjay, et al.
Published: (2024)

Numerical study of freezing efficiency for a moving droplet in the microchannel
by: Li, Dahu, et al.
Published: (2025)

Control and synchronization of capillary flows in stepped microchannels
by: Desu, Harsha, et al.
Published: (2026)

Oscillatory flows in three-dimensional deformable microchannels
by: Huang, Anxu, et al.
Published: (2025)

Three Carleman routes to the quantum simulation of classical fluids
by: Succi, Sauro, et al.
Published: (2024)

Schrödinger-Navier-Stokes Equation for the Quantum Simulation of Navier-Stokes Flows
by: Cappelli, Luca, et al.
Published: (2026)

Physics-Constrained Neural Closure for Lattice Boltzmann Large-Eddy Simulation
by: Khan, Muhammad Idrees, et al.
Published: (2026)

Multi-fidelity topology optimization of flow boiling heat transfer in microchannels
by: Yuan, Yi, et al.
Published: (2024)

Swirl flow in microchannels: patterned slip walls enhance heat transport
by: Chej, L. G., et al.
Published: (2026)

Regulation of droplet size and flow regime by geometrical confinement in a microfluidic flow-focusing device
by: Sontti, Somasekhara Goud, et al.
Published: (2025)

Optimal Lattice Boltzmann Closures through Multi-Agent Reinforcement Learning
by: Fischer, Paul, et al.
Published: (2025)