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Bibliographic Details
Main Authors:	Fukami, Kai, Shoji, Eita
Format:	Preprint
Published:	2026
Subjects:	Fluid Dynamics Computational Physics
Online Access:	https://arxiv.org/abs/2601.01776
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Data-driven nonlinear turbulent flow scaling with Buckingham Pi variables
by: Fukami, Kai, et al.
Published: (2024)

Information-theoretic machine learning for time-varying mode decomposition of separated aerodynamic flows
by: Fukami, Kai, et al.
Published: (2025)

A sharp interface approach for wetting dynamics of coated droplets and soft particles
by: Pelusi, Francesca, et al.
Published: (2023)

Modelling wetting-bouncing transitions of droplet impact on random rough surfaces
by: Xia, Huihuang, et al.
Published: (2026)

Compressing fluid flows with nonlinear machine learning: mode decomposition, latent modeling, and flow control
by: Fukagata, Koji, et al.
Published: (2025)

Combined dynamic-kinematic validation of droplet-wall impact modeling
by: Zharikov, Dmitry, et al.
Published: (2026)

Single-snapshot machine learning for super-resolution of turbulence
by: Fukami, Kai, et al.
Published: (2024)

Convolutional causal learning for aerodynamic flows
by: Koshikawa, Ryo, et al.
Published: (2026)

Data-driven transient lift attenuation for extreme vortex gust-airfoil interactions
by: Fukami, Kai, et al.
Published: (2024)

Reconstructing three-dimensional bluff body wake from sectional flow fields with convolutional neural networks
by: Matsuo, Mitsuaki, et al.
Published: (2021)

Compact representation of transonic airfoil buffet flows with observable-augmented machine learning
by: Fukami, Kai, et al.
Published: (2025)

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

Freezing dynamics of wetting droplet under a uniform electric field
by: Huang, Jiangxu, et al.
Published: (2024)

Flow and clogging of capillary droplets
by: Cheng, Yuxuan, et al.
Published: (2024)

Machine learning in fluid dynamics: A critical assessment
by: Taira, Kunihiko, et al.
Published: (2025)

Data-driven modeling of multiscale phenomena with applications to fluid turbulence
by: Choi, Brandon, et al.
Published: (2025)

Capillary-driven migration of droplets on conical fibers
by: Mao, Yixiao, et al.
Published: (2024)

Data-driven modeling of hypersonic reentry flow with heat and mass transfer
by: Gkimisis, Leonidas, et al.
Published: (2022)

Color-gradient lattice Boltzmann modeling of wetting boundary condition on curved solid boundaries
by: Bhattacharya, Malyadeep, et al.
Published: (2026)

Marangoni-driven freezing dynamics of supercooled binary droplets
by: Wang, Feng, et al.
Published: (2024)

A numerical study on the coefficient of restitution of wet collisions
by: Singh, Abhishek Kumar, et al.
Published: (2026)

Immersed boundary - lattice Boltzmann method for wetting problems
by: Bellantoni, Elisa, et al.
Published: (2025)

Thermocapillary migration of a self-rewetting droplet on an inclined surface: A phase-field simulation
by: Yan, He, et al.
Published: (2024)

Data-driven modeling for flow reconstruction from sparse temperature measurements
by: Wang, Xicheng, et al.
Published: (2025)

Accurate calculation of bubble and droplet properties in diffuse-interface two-phase simulations
by: Nathan, Pranav J., et al.
Published: (2025)

On the hydrodynamic behaviour of the immersed boundary -- lattice Boltzmann method for wetting problems
by: Bellantoni, Elisa, et al.
Published: (2026)

Informative and non-informative decomposition of turbulent flow fields
by: Arranz, Gonzalo, et al.
Published: (2024)

Analysis of the heat transfer fluctuations in the Rayleigh-Bénard convection of concentrated emulsions with finite-size droplets
by: Pelusi, Francesca, et al.
Published: (2023)

Space-dependent Aggregation of Stochastic Data-driven Turbulence Models
by: Cherroud, Soufiane, et al.
Published: (2023)

Gravito-capillary pinning of pendant droplets under wet uneven surfaces
by: Jambon-Puillet, Etienne
Published: (2024)

Insights into Spatio-temporal dynamics during shock -- droplet flame interaction
by: Vadlamudi, Gautham, et al.
Published: (2024)

Effect of the blast wave interaction on the flame heat release and droplet dynamics
by: Vadlamudi, Gautham, et al.
Published: (2024)

Convergence study of multi-field singular value decomposition for turbulence fields
by: Yatomi, Go, et al.
Published: (2024)

Variational assimilation of sparse time-averaged data for efficient adjoint-based optimization of unsteady RANS simulations
by: Plogmann, Justin, et al.
Published: (2023)

Physics-informed data-driven inference of an interpretable equivariant LES model of incompressible fluid turbulence
by: Ugliotti, Matteo, et al.
Published: (2026)

Kinetic data-driven approach to turbulence subgrid modeling
by: Ortali, Giulio, et al.
Published: (2024)

General-purpose Data-driven Wall Model for Low-speed Flows Part I: Baseline Model
by: Ling, Yuenong, et al.
Published: (2025)

A phase-field model for wet snow metamorphism
by: Moure, Adrian, et al.
Published: (2024)

Adaptive criterion and modification of wave-particle decomposition in UGKWP method for high-speed flow simulation
by: Cao, Junzhe, et al.
Published: (2025)

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