Physics of Fluids

(The TQCC of Physics of Fluids is 8. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-07-01 to 2024-07-01.)
A unified theory for bubble dynamics190
Numerical investigation of aerosol transport in a classroom with relevance to COVID-19176
Numerical modeling of the distribution of virus carrying saliva droplets during sneeze and cough172
Sneezing and asymptomatic virus transmission151
Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders144
A point-cloud deep learning framework for prediction of fluid flow fields on irregular geometries128
Dispersion of evaporating cough droplets in tropical outdoor environment128
Physics-informed neural networks for solving Reynolds-averaged Navier–Stokes equations124
Visualizing droplet dispersal for face shields and masks with exhalation valves122
Disease transmission through expiratory aerosols on an urban bus119
Convolutional neural network based hierarchical autoencoder for nonlinear mode decomposition of fluid field data117
Weather impact on airborne coronavirus survival116
Estimating COVID-19 exposure in a classroom setting: A comparison between mathematical and numerical models116
Cold atmospheric plasma for SARS-CoV-2 inactivation115
Deep neural networks for nonlinear model order reduction of unsteady flows114
Convolutional neural network and long short-term memory based reduced order surrogate for minimal turbulent channel flow112
Uncovering near-wall blood flow from sparse data with physics-informed neural networks112
A mathematical framework for estimating risk of airborne transmission of COVID-19 with application to face mask use and social distancing108
Simulation-based study of COVID-19 outbreak associated with air-conditioning in a restaurant105
Transport and fate of human expiratory droplets—A modeling approach100
On airborne virus transmission in elevators and confined spaces99
Super-resolution and denoising of fluid flow using physics-informed convolutional neural networks without high-resolution labels96
Grid-point and time-step requirements for direct numerical simulation and large-eddy simulation93
An interpretable framework of data-driven turbulence modeling using deep neural networks86
Euler–Lagrange study of cavitating turbulent flow around a hydrofoil85
The rheological performance of shear-thickening fluids based on carbon fiber and silica nanocomposite85
On closures for reduced order models—A spectrum of first-principle to machine-learned avenues84
Aerosol persistence in relation to possible transmission of SARS-CoV-284
Diffusiophoretic separation of colloids in microfluidic flows83
High-pressure methane adsorption behavior on deep shales: Experiments and modeling83
Applying deep reinforcement learning to active flow control in weakly turbulent conditions82
From coarse wall measurements to turbulent velocity fields through deep learning81
Physics guided machine learning using simplified theories80
The acoustic pressure generated by the cavitation bubble expansion and collapse near a rigid wall77
A review of the state-of-the-art nanofluid spray and jet impingement cooling75
Simulation of multi-species flow and heat transfer using physics-informed neural networks75
Thermo-fluidic transport process in a novel M-shaped cavity packed with non-Darcian porous medium and hybrid nanofluid: Application of artificial neural network (ANN)75
Simulation of aerosol transmission on a Boeing 737 airplane with intervention measures for COVID-19 mitigation74
Transmission of airborne virus through sneezed and coughed droplets74
Large-eddy simulation of flow past a circular cylinder for Reynolds numbers 400 to 390073
Spontaneous imbibition in tight porous media with different wettability: Pore-scale simulation73
Recharging and rejuvenation of decontaminated N95 masks73
Dense velocity reconstruction from particle image velocimetry/particle tracking velocimetry using a physics-informed neural network72
Finite element analysis of hybrid nanofluid flow and heat transfer in a split lid-driven square cavity with Y-shaped obstacle70
A study of fluid dynamics and human physiology factors driving droplet dispersion from a human sneeze67
Droplet breakup and coalescence of an internal-mixing twin-fluid spray67
Experimental visualization of sneezing and efficacy of face masks and shields67
Mesoscopic simulation of three-dimensional pool boiling based on a phase-change cascaded lattice Boltzmann method67
The motion of respiratory droplets produced by coughing66
Tailoring surface wettability to reduce chances of infection of COVID-19 by a respiratory droplet and to improve the effectiveness of personal protection equipment66
Why coronavirus survives longer on impermeable than porous surfaces66
Universal trends in human cough airflows at large distances63
Nuclear magnetic resonance study on the influence of liquid nitrogen cold soaking on the pore structure of different coals63
Can face masks offer protection from airborne sneeze and cough droplets in close-up, face-to-face human interactions?—A quantitative study62
Influence of Stefan flow on the drag coefficient and heat transfer of a spherical particle in a supercritical water cross flow62
Artificial neural network-based nonlinear algebraic models for large eddy simulation of turbulence61
Experimental velocity data estimation for imperfect particle images using machine learning61
Deconvolutional artificial neural network models for large eddy simulation of turbulence61
A deep learning approach for the velocity field prediction in a scramjet isolator61
Transmission and reduction of aerosols in classrooms using air purifier systems61
Unsteady electro-osmotic flow of couple stress fluid in a rotating microchannel: An analytical solution61
Airborne transmission of virus-laden aerosols inside a music classroom: Effects of portable purifiers and aerosol injection rates60
Deep learning for reduced order modelling and efficient temporal evolution of fluid simulations60
High-fidelity reconstruction of turbulent flow from spatially limited data using enhanced super-resolution generative adversarial network59
Reducing chances of COVID-19 infection by a cough cloud in a closed space59
Propeller–duct interaction on the wake dynamics of a ducted propeller58
On the distributions of fuel droplets and in situ vapor in rotating detonation combustion with prevaporized n-heptane sprays58
Computer simulation of the SARS-CoV-2 contamination risk in a large dental clinic58
Characterizing modal exponential growth behaviors of self-excited transverse and longitudinal thermoacoustic instabilities57
Feature selection and processing of turbulence modeling based on an artificial neural network56
Large-eddy simulations of self-excited thermoacoustic instability in a premixed swirling combustor with an outlet nozzle56
Numerical simulation of the wake instabilities of a propeller55
Assessment of unsteady flow predictions using hybrid deep learning based reduced-order models55
Investigation of counter-rotating shock wave and wave direction control of hollow rotating detonation engine with Laval nozzle55
Investigation of cavitation and vapor shedding mechanisms in a Venturi nozzle54
Analyzing the dominant SARS-CoV-2 transmission routes toward an ab initio disease spread model54
Pilot hydrogen enhanced combustion in an ethylene-fueled scramjet combustor at Mach 454
Effect of multibanded magnetic field on convective heat transport in linearly heated porous systems filled with hybrid nanofluid54
Multiplicity of solution for natural convective heat transfer and entropy generation in a semi-elliptical enclosure54
Numerical study on cavitation–vortex–noise correlation mechanism and dynamic mode decomposition of a hydrofoil54
On the lattice Boltzmann method and its application to turbulent, multiphase flows of various fluids including cryogens: A review54
Fluid dynamics of respiratory droplets in the context of COVID-19: Airborne and surfaceborne transmissions53
Mathematical modeling for nonlinear dynamic mixed friction behaviors of novel coupled bearing lubricated with low-viscosity fluid53
On the unsteady throttling dynamics and scaling analysis in a typical hypersonic inlet–isolator flow53
Data-driven modal decomposition of transient cavitating flow53
Active flow control of the dynamic wake behind a square cylinder using combined jets at the front and rear stagnation points52
Experimental investigation of indoor aerosol dispersion and accumulation in the context of COVID-19: Effects of masks and ventilation50
Insights on drying and precipitation dynamics of respiratory droplets from the perspective of COVID-1950
Effects of mask-wearing on the inhalability and deposition of airborne SARS-CoV-2 aerosols in human upper airway50
From active learning to deep reinforcement learning: Intelligent active flow control in suppressing vortex-induced vibration50
Slippery surfaces: A decade of progress49
Modeling thermodynamic trends of rotating detonation engines49
Wake instabilities of a pre-swirl stator pump-jet propulsor49
Reopening dentistry after COVID-19: Complete suppression of aerosolization in dental procedures by viscoelastic Medusa Gorgo48
Experimental and numerical analysis of the bi-stable turbulent wake of a rectangular flat-backed bluff body48
Transition of wake flows past two circular or square cylinders in tandem48
Research on hydrodynamics of high velocity regions in a water-jet pump based on experimental and numerical calculations at different cavitation conditions47
Spectral proper orthogonal decomposition of compressor tip leakage flow46
Numerical study of the shock wave and pressure induced by single bubble collapse near planar solid wall46
Influence of hole diameter on mechanical properties and stability of granite rock surrounding tunnels46
Effect of radiation on thermosolutal Marangoni convection in a porous medium with chemical reaction and heat source/sink46
Enhancing ammonia combustion with minimum hydrogen blended in presence of self-excited intermittent pulsating oscillations46
Two-dimensional numerical study of gap resonance coupling with motions of floating body moored close to a bottom-mounted wall46
Computational analysis of hydrodynamic interactions in a high-density fish school46
Effects of space sizes on the dispersion of cough-generated droplets from a walking person45
Transient magnetohydrodynamic flow and heat transfer of fractional Oldroyd-B fluids in a microchannel with slip boundary condition45
Experimental investigation of effects of pulsed injection on flow structure and flame development in a kerosene-fueled scramjet with pilot hydrogen45
Smoothed particle hydrodynamics method from a large eddy simulation perspective. Generalization to a quasi-Lagrangian model45
Flow field prediction of supercritical airfoils via variational autoencoder based deep learning framework45
Numerical simulation of vortex instabilities in the wake of a preswirl pumpjet propulsor45
How coronavirus survives for days on surfaces44
Airborne transmission of COVID-19 and mitigation using box fan air cleaners in a poorly ventilated classroom44
Physics-informed neural networks for phase-field method in two-phase flow44
Virus transmission from urinals44
Pfaffian, breather, and hybrid solutions for a (2 + 1)-dimensional generalized nonlinear system in fluid mechanics and plasma physics44
Numerical study of virus transmission through droplets from sneezing in a cafeteria44
Characteristics of the flow structures through and around a submerged canopy patch44
Flow visualization of an N95 respirator with and without an exhalation valve using schlieren imaging and light scattering44
The dispersion of spherical droplets in source–sink flows and their relevance to the COVID-19 pandemic44
Symmetries of optimal system, various closed-form solutions, and propagation of different wave profiles for the Boussinesq–Burgers system in ocean waves44
Oceanic shallow-water investigations on a generalized Whitham–Broer–Kaup–Boussinesq–Kupershmidt system43
Time-variant prediction of flow over an airfoil using deep neural network43
Effect of self-assembly on fluorescence in magnetic multiphase flows and its application on the novel detection for COVID-1943
Fully coupled modeling of two-phase fluid flow and geomechanics in ultra-deep natural gas reservoirs43
Numerical analysis of the wake dynamics of a propeller43
Multiphysics flow simulations using D3Q19 lattice Boltzmann methods based on central moments43
Diffusion effects on mixed convective peristaltic flow of a bi-viscous Bingham nanofluid through a porous medium with convective boundary conditions42
Transmission and evaporation of cough droplets in an elevator: Numerical simulations of some possible scenarios42
Airfoil design and surrogate modeling for performance prediction based on deep learning method42
Probability of COVID-19 infection by cough of a normal person and a super-spreader42
The perspective of fluid flow behavior of respiratory droplets and aerosols through the facemasks in context of SARS-CoV-242
Fluid dynamics and epidemiology: Seasonality and transmission dynamics42
Bragg scattering of long waves by an array of floating flexible plates in the presence of multiple submerged trenches41
How does boiling occur in lattice Boltzmann simulations?41
Long short-term memory embedded nudging schemes for nonlinear data assimilation of geophysical flows41
On the analytical approximations to the nonplanar damped Kawahara equation: Cnoidal and solitary waves and their energy41
Natural convection over vertical and horizontal heated flat surfaces: A review of recent progress focusing on underpinnings and implications for heat transfer and environmental applications40
Compressibility effects on hypersonic turbulent channel flow with cold walls40
Direct numerical simulation of the turbulent flow generated during a violent expiratory event40
Experimental study on the trajectory of projectile water entry with asymmetric nose shape40
Data-driven subgrid-scale modeling of forced Burgers turbulence using deep learning with generalization to higher Reynolds numbers via transfer learning40
Investigation and back-propagation modeling of base pressure at sonic and supersonic Mach numbers40
A review of many-body dissipative particle dynamics (MDPD): Theoretical models and its applications39
Yield stress and wall slip of kaolinite networks39
Initial spreading dynamics of a liquid droplet: The effects of wettability, liquid properties, and substrate topography39
Effect of the streamwise pulsed arc discharge array on shock wave/boundary layer interaction control39
Deep-learning of parametric partial differential equations from sparse and noisy data39
Aerosol generation in public restrooms39
Unsteady reduced-order model of flow over cylinders based on convolutional and deconvolutional neural network structure39
Effect of dielectric barrier discharge plasma actuator on the dynamic moment behavior of pitching airfoil at low Reynolds number39
Coupled vibration-dissociation time-histories and rate measurements in shock-heated, nondilute O2 and O2–Ar mixtures from 6000 to 14 000 K38
Graph neural networks for laminar flow prediction around random two-dimensional shapes38
Explore missing flow dynamics by physics-informed deep learning: The parameterized governing systems38
Lattice Boltzmann modeling and simulation of forced-convection boiling on a cylinder38
Recent advances in applying deep reinforcement learning for flow control: Perspectives and future directions38
Reduced order model using convolutional auto-encoder with self-attention38
On the optimal design of staved water-lubricated bearings driven by tribo-dynamic mechanism38
On the analytical and numerical approximations to the forced damped Gardner Kawahara equation and modeling the nonlinear structures in a collisional plasma37
A three-dimensional unified gas-kinetic wave-particle solver for flow computation in all regimes37
A review on deep reinforcement learning for fluid mechanics: An update37
Droplet fate, efficacy of face mask, and transmission of virus-laden droplets inside a conference room37
Comparison and validation of various turbulence models for U-bend flow with a magnetic resonance velocimetry experiment37
Direct numerical simulation of drag reduction by spanwise oscillating dielectric barrier discharge plasma force36
Multiscale modeling of tip-leakage cavitating flows by a combined volume of fluid and discrete bubble model36
Nonlinear interactions in the hypersonic boundary layer on the permeable wall36
Enhanced oil-in-water droplet generation in a T-junction microchannel using water-based nanofluids with shear-thinning behavior: A numerical study36
Super-resolution reconstruction of turbulent flow fields at various Reynolds numbers based on generative adversarial networks36
Droplet breakup and rebound during impact on small cylindrical superhydrophobic targets36
Numerical and theoretical modeling of droplet impact on spherical surfaces36
Vibrational relaxation time measurements in shock-heated oxygen and air from 2000 K to 9000 K using ultraviolet laser absorption36
Jet fans in the underground car parking areas and virus transmission36
Attention-enhanced neural network models for turbulence simulation35
Two-phase flow boiling in a microfluidic channel at high mass flux35
Thermodynamic effects on single cavitation bubble dynamics under various ambient temperature conditions35
Spreading and retraction kinetics for impact of nanodroplets on hydrophobic surfaces35
Intelligent reconstruction of the flow field in a supersonic combustor based on deep learning35
Fractional characterization of fluid and synergistic effects of free convective flow in circular pipe through Hankel transform35
Wronskian solutions and Pfaffianization for a (3 + 1)-dimensional generalized variable-coefficient Kadomtsev-Petviashvili equation in a fluid or plasma35
Physics-informed neural networks for rarefied-gas dynamics: Thermal creep flow in the Bhatnagar–Gross–Krook approximation35
A dynamical overview of droplets in the transmission of respiratory infectious diseases35
Droplet impact dynamics on single-pillar superhydrophobic surfaces35
Well-balanced lattice Boltzmann model for two-phase systems35
A study of the effect of serration shape and flexibility on trailing edge noise35
Irreversibilities in natural convection inside a right-angled trapezoidal cavity with sinusoidal wall temperature34
Deep neural network-based strategy for optimal sensor placement in data assimilation of turbulent flow34
Unsteady flow characteristics in centrifugal pump based on proper orthogonal decomposition method34
Impact of bulk viscosity on flow morphology of shock-accelerated cylindrical light bubble in diatomic and polyatomic gases34
Dynamics of droplet impacting on a cone34
Interaction of two out-of-phase underwater explosion bubbles34
Unsteady flow regimes in arrow-shaped micro-mixers with different tilting angles34
Unsteady flow fluctuations in a centrifugal pump measured by laser Doppler anemometry and pressure pulsation34
Effects of surface subcooling on the spreading dynamics of an impact water droplet34
A computational fluid dynamics-discrete element-immersed boundary method for Cartesian grid simulation of heat transfer in compressible gas–solid flow with complex geometries34
Effects of microvortex generators on cavitation erosion by changing periodic shedding into new structures34
A new soft computing approach for studying the wire coating dynamics with Oldroyd 8-constant fluid34
Spreading of a droplet impacting on a smooth flat surface: How liquid viscosity influences the maximum spreading time and spreading ratio33
Effect of sneezing on the flow around a face shield33
Mpemba effect in molecular gases under nonlinear drag33
A lubricant-infused slip surface for drag reduction33
Oblique droplet impact on superhydrophobic surfaces: Jets and bubbles33
Multi-wave effects on stability and performance in rotating detonation combustors33
Internal solitary waves induced deep-water nepheloid layers and seafloor geomorphic changes on the continental slope of the northern South China Sea33
The gap ratio effects on vortex evolution behind a circular cylinder placed near a wall33
The third golden age of aeroacoustics33
The not-so-subtle flaws of the force balance approach to predict the departure of bubbles in boiling heat transfer33
Electroosmotic flow of viscoelastic fluid through a microchannel with slip-dependent zeta potential33
Effects of wear and shaft-shape error defects on the tribo-dynamic response of water-lubricated bearings under propeller disturbance33
Numerical investigation of magnetic multiphase flows by the fractional-step-based multiphase lattice Boltzmann method33
Multi-fidelity convolutional neural network surrogate model for aerodynamic optimization based on transfer learning33
Dense gas flow simulations in ultra-tight confinement33
Quantification of convective and diffusive transport during CO2 dissolution in oil: A numerical and analytical study33
Effect of Reynolds number on drag reduction in turbulent boundary layer flow over liquid–gas interface33
Breakup morphology of expelled respiratory liquid: From the perspective of hydrodynamic instabilities32
Correlation of internal flow structure with heat transfer efficiency in turbulent Rayleigh–Bénard convection32
Cavity dynamics in the oblique water entry of a cylinder at constant velocity32
The novel Mechanical Ventilator Milano for the COVID-19 pandemic32
Comparison of wave–structure interaction dynamics of a submerged cylindrical point absorber with three degrees of freedom using potential flow and computational fluid dynamics models32
Energy performance evaluation of an axial-flow pump as turbine under conventional and reverse operating modes based on an energy loss intensity model32
Simulation of three-dimensional compressible decaying isotropic turbulence using a redesigned discrete unified gas kinetic scheme32
SARS CoV-2 aerosol: How far it can travel to the lower airways?32
Coronavirus rotational diffusivity32
Particle modeling of the spreading of coronavirus disease (COVID-19)32
Influence of atmospheric stability on wind-turbine wakes with a certain hub-height turbulence intensity32
Shock-tube measurements of coupled vibration–dissociation time-histories and rate parameters in oxygen and argon mixtures from 5000 K to 10 000 K32
Characteristics of cavity dynamics, forces, and trajectories on vertical water entries with two spheres side-by-side32
Effect of vorticity transport on flow structure in the tip region of axial compressors32
Active control for drag reduction of turbulent channel flow based on convolutional neural networks32
Modal analysis of the propeller wake under the heavy loading condition32
Predicting the near-wall velocity of wall turbulence using a neural network for particle image velocimetry32
Characterization of three-dimensional vortical structures in the wake past a circular cylinder in the transitional regime32
Pore-scale investigation of CO2/oil exsolution in CO2 huff-n-puff for enhanced oil recovery32
Deep reinforcement learning based synthetic jet control on disturbed flow over airfoil31
Sloshing suppression with active controlled baffles through deep reinforcement learning–expert demonstrations–behavior cloning process31
Numerical investigation of the impacting and freezing process of a single supercooled water droplet31
Numerical investigation of non-condensable gas effect on vapor bubble collapse31
Study of spontaneous mobility and imbibition of a liquid droplet in contact with fibrous porous media considering wettability effects31
Classification of the major nonlinear regimes of oscillations, oscillation properties, and mechanisms of wave energy dissipation in the nonlinear oscillations of coated and uncoated bubbles31
Wake structure characteristics of three tandem circular cylinders at a low Reynolds number of 16031
Why do anguilliform swimmers perform undulation with wavelengths shorter than their bodylengths?31
Investigation of the drag reduction performance of bionic flexible coating31
Two- and three-dimensional simulations of Rayleigh–Taylor instabilities using a coupled Cahn–Hilliard/Navier–Stokes model30
Numerical prediction of cavitation erosion risk in an axisymmetric nozzle using a multi-scale approach30
Data-driven approach for noise reduction in pressure-sensitive paint data based on modal expansion and time-series data at optimally placed points30
On the use of leading-edge serrations for noise control in a tandem airfoil configuration30
N95 respirator mask breathing leads to excessive carbon dioxide inhalation and reduced heat transfer in a human nasal cavity30
SARS COV-2 virus-laden droplets coughed from deep lungs: Numerical quantification in a single-path whole respiratory tract geometry30
Effect of polymer swell in extrusion foaming of low-density polyethylene30
Pore-scale simulation of miscible viscous fingering with dissolution reaction in porous media30
Three-dimensional spectral proper orthogonal decomposition analyses of the turbulent flow around a seal-vibrissa-shaped cylinder30
Peristaltic transport of MHD Ree–Eyring fluid through a flexible channel under the influence of activation energy30