...Mohammadali Fakhri; Mohammad Hassan Saidi; Mohamad Ali Bijarchi Purpose Using artificial intelligence to model two-phase flow could significantly impact the field of computational science. In this study, neural networks are used to simulate two-phase flow. A new neural network architecture...

... with surrounding air go beyond the capillary regime and find wide applications in spray atomization and combustion systems. © 2026 Emerald Publishing Limited 2026 Emerald Publishing Limited Licensed re-use rights only Two-phase flow Phase-field method Cahn−Hilliard−Navier−Stokes Periodic...

...Umair Khan; William Pao; Karl Ezra Salgado Pilario; Nabihah Sallih; Muhammad Rehan Khan Purpose Identifying the flow regime is a prerequisite for accurately modeling two-phase flow. This paper aims to introduce a comprehensive data-driven workflow for flow regime identification. Design...

... _n and E _τ are the normal and tangential vectors of the electric field, respectively. In numerical simulations of immiscible two-phase flows, the interface-capturing methods play a critical role in controlling the interfacial evolution. The common methods include VOF, LS...

... rights only Two-phase flow Viscoelastic fluids Giesekus rheological model Numerical simulation Consistent WC-SPH Drop deformation Drop deformation under shear flow is encountered in emulsification, suspension rheology, biological media and mixing (Rallison, 1984 ; Guido and Greco...

... is capable of dramatically reducing PLC. Conversely, lower LCT for reduced T-junction results in poor phase separation. Later in 2018, 0.67 DR was evaluated as the best DR, below which PLC and LCT no longer improve (Saieed, 2018). Diameter ratio T-junction Two-phase flow Geometry effects Volume...

... Velocity ratio CFD Phase separation Multi-phase flow Two-phase flow Air-water flow T-junction is used as a partial phase separation conduit on offshore platforms, thus reducing the workload on downstream process separation equipment (Azzi et al., 2010 ; Liang et al., 2016...

.../water two-phase flow but the general results should be applicable for wider application. Practical implications The proposed design limited excessive workover and installation for current and existing T-junction. Hence, cutting down installation cost while improving the separation efficiency...

...Xuejuan Li; Ji-Huan He Purpose The purpose of this paper is to develop an effective numerical algorithm for a gas-melt two-phase flow and use it to simulate a polymer melt filling process. Moreover, the suggested algorithm can deal with the moving interface and discontinuities of unknowns across...

... parameter on suspension damping response. Design/methodology/approach To parameterization nonlinearities of the suspension, the author developed a two-phase flow model of a large-scale HPS based on computational fluid dynamics and volume of fluid method. Considerable effort was made to verify...

...Jingfa Li; Tao Zhang; Shuyu Sun; Bo Yu Purpose This paper aims to present an efficient IMPES algorithm based on a global model order reduction method, proper orthogonal decomposition (POD), to achieve the fast solution and prediction of two-phase flows in porous media. Design/methodology...

... passage optimization design. Zhonghe Han can be contacted at: hanzhonghe@ncepu.edu.cn 29 03 2019 04 05 2019 04 05 2019 © Emerald Publishing Limited 2019 Emerald Publishing Limited Licensed re-use rights only Condensation Two-phase flow Steam turbine Wet steam Non...

... 02 05 2019 04 05 2019 05 05 2019 05 05 2019 © Emerald Publishing Limited 2019 Emerald Publishing Limited Licensed re-use rights only Nanofluid Heat transfer Microchannel Two-phase flow Eff = Effective; f = Base fluid (pure water...

... Limited Licensed re-use rights only Condensation Two-phase flow Thermodynamics Steam turbine Supersonic a₀ = single molecule surface area, m²; E = energy density, kJ·m⁻³; F_D = viscosity resistance...

... the framework of WENO wavelet adaptive method to a fully hyperbolic two-phase flow model in a conservative form. The grid adaptivity in each time step is provided by the application of a thresholded interpolating wavelet transform. This facilitates the construction of a small yet effective sparse point...

... tension (N/m); σ_W = Water surface tension (N/m); and ψ = Dimensionless parameter. CFD Numerical simulation Two-phase flow Baker’s chart Oil-gas flow VOF technique Fan et al. (1993) conducted the experimental works to investigate...

..., interphase momentum and interphase heat and mass transfer exchanges. To attain a higher level of accuracy in two-phase flow CFD simulations, the intersection marker (ISM) method was developed. The ISM method has cell-by-cell remeshing capability that is volume conservative, maintains surface continuity...

... and temperature distribution. Design/methodology/approach A numerical simulation with Phoenics software was applied for modeling of liquid phase movement and heat exchange between the gas supplied through a lance and the slag feed in a top submerged lance (TSL) furnace. The simulation of a two-phase flow...

...Mohamed El-Amin; Jisheng Kou; Shuyu Sun Purpose This paper aims to introduce modeling, numerical simulation and convergence analysis of the problem of nanoparticles’ transport carried by a two-phase flow in a porous medium. The model consists of equations of pressure, saturation, nanoparticles...

...Mehdi Jamei; H Ghafouri Purpose – The purpose of this paper is to present an efficient improved version of Implicit Pressure-Explicit Saturation (IMPES) method for the solution of incompressible two-phase flow model based on the discontinuous Galerkin (DG) numerical scheme. Design/methodology...