Calvin J. Young , Henry Pace , Yash Mehta , Jacob A. McFarland , Jonathan D. Regele
{"title":"The effect of collisions on the explosive dispersal of particles","authors":"Calvin J. Young , Henry Pace , Yash Mehta , Jacob A. McFarland , Jonathan D. Regele","doi":"10.1016/j.ijmultiphaseflow.2025.105261","DOIUrl":"10.1016/j.ijmultiphaseflow.2025.105261","url":null,"abstract":"<div><div>The explosive dispersal of particles produces distinct clusters or jets of particles within the expanding flow. The mechanism that precipitates this behavior is still not fully understood. Experimental data at the particle level can be difficult to obtain, as experiments often involve explosive testing. Simulations may offer additional insight into how the jetting phenomenon develops. A series of 2D simulations are performed in order to investigate the phenomenon at the mesoscale, with fully resolved particle–particle and particle–gas interactions. Particles are modeled as fully resolved cylinders via a volume penalization method. Phase interactions are captured by two-way particle–gas coupling and particle–particle collisions and momentum transfer. Two particle cloud geometries are considered in order to isolate possible sources of jetting: planar shock and compression waves impacting a rectangular particle cloud and an annular cloud about a cylindrically expanding blast wave. In each case, particle distribution within the cloud is varied with forced initial perturbations in area fraction in order to investigate the effects of spatial perturbation on cloud development. Particle positions, velocities, acceleration, and spatial auto-correlation statistics are used to characterize the evolution of the system over time. Jetting is observed to be mainly influenced by particle collisions as opposed to fluid interactions due to the time scale in which fluid structures take to form.</div></div>","PeriodicalId":339,"journal":{"name":"International Journal of Multiphase Flow","volume":"189 ","pages":"Article 105261"},"PeriodicalIF":3.6,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143876535","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yi-Di Zhang , Fu-Ren Ming , Ping-Ping Wang , Dong-Fang Liang
{"title":"An adaptive SPH-FVM method with optimized particle-mesh interpolation scheme for strongly compressible multiphase flows","authors":"Yi-Di Zhang , Fu-Ren Ming , Ping-Ping Wang , Dong-Fang Liang","doi":"10.1016/j.ijmultiphaseflow.2025.105256","DOIUrl":"10.1016/j.ijmultiphaseflow.2025.105256","url":null,"abstract":"<div><div>Strongly compressible multiphase flows, such as high-pressure bubble pulsations and jets, are typically characterized by complex interfaces with high density ratios, strong discontinuities, and long-term evolutions. As a result, traditional numerical methods often encounter significant challenges, including tracking multiphase interfaces, maintaining accuracy at discontinuous interfaces over long-term simulations, and enforcing physical non-reflection boundary. To address these issues, this paper introduces an adaptive SPH-FVM coupling model that integrates Riemann Smoothed Particle Hydrodynamics (Riemann-SPH) for computations within the core region, and Finite Volume Method (FVM) for calculations in other regions. It retains the benefits of the SPH method in handling large deformations and interface fragmentations, while leveraging the computational efficiency and boundary enforcement capabilities of the FVM method. This model is notably straightforward to implement and fully adaptive following initial setup. The predefined core particle region is adaptively adjusted, leading to a substantial reduction in the number of particles and an enhancement in overall computational efficiency. Furthermore, an optimized particle-mesh interpolation scheme (OPMIS) is proposed to handle the particle-mesh coupling at the interface, effectively mitigating numerical instability when high-pressure waves propagate from particles to meshes in shock problems. Additionally, the model is applied to simulate complex bubble behaviors in both free fields and near-wall boundaries. The numerical accuracy, efficiency, and robustness of the adaptive SPH-FVM model have been rigorously verified.</div></div>","PeriodicalId":339,"journal":{"name":"International Journal of Multiphase Flow","volume":"189 ","pages":"Article 105256"},"PeriodicalIF":3.6,"publicationDate":"2025-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143868768","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mohammad Pourtousi , Arman Safdari , Orest Shardt , Harry E.A. Van den Akker
{"title":"A multicomponent pseudopotential lattice Boltzmann model for liquid–liquid systems with soluble surfactants","authors":"Mohammad Pourtousi , Arman Safdari , Orest Shardt , Harry E.A. Van den Akker","doi":"10.1016/j.ijmultiphaseflow.2025.105255","DOIUrl":"10.1016/j.ijmultiphaseflow.2025.105255","url":null,"abstract":"<div><div>The intermolecular interactions in the pseudo-potential lattice Boltzmann (PPLB) method can readily be extended to more than two components. We report about a three-component PPLB approach to explore whether the effect of a surfactant could be included in describing droplet behaviour in (liquid–liquid) emulsions. The two main liquid components are taken to follow the Carnahan-Starling equation of state (EoS), while the surfactant obeys an ideal EoS. We investigate the nature of the phases present at equilibrium and the dependence of the interfacial tension between the two liquid phases on the amount of surfactant. The response of a droplet subjected to simple shear is investigated in the absence and the presence of a surfactant. Our exploratory simulations show how during droplet deformation the surfactant re-distributes itself due to the action of the shear and flows towards the far ends of the deformed droplet, up to the moment the droplet breaks up. This inhomogeneous surfactant distribution along the interface increases the shear rate that is needed for droplet breakup such that the critical capillary number for breakup increases and the breakup process is delayed. The simulations also reveal the detailed flow fields inside and outside the deforming droplet.</div></div>","PeriodicalId":339,"journal":{"name":"International Journal of Multiphase Flow","volume":"189 ","pages":"Article 105255"},"PeriodicalIF":3.6,"publicationDate":"2025-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143868856","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yidu Xiang, Shuai Wang, Haiou Wang, Kun Luo, Jianren Fan
{"title":"Direct numerical simulation of non-Newtonian fluid droplets in homogeneous isotropic turbulence","authors":"Yidu Xiang, Shuai Wang, Haiou Wang, Kun Luo, Jianren Fan","doi":"10.1016/j.ijmultiphaseflow.2025.105262","DOIUrl":"10.1016/j.ijmultiphaseflow.2025.105262","url":null,"abstract":"<div><div>Droplet breakup and dispersion in turbulent flows have broad applications in engineering, yet the interaction between turbulence and non-Newtonian droplet breakup still lacks understanding. This study investigates the breakup dynamics of Newtonian and non-Newtonian droplets in forced homogeneous isotropic turbulence using high-fidelity numerical simulations based on the mass-conservation level set method. The simulations consider the effects of shear-thinning viscosity and turbulent stress on droplet deformation, fragmentation, and distribution. The results show that non-Newtonian droplets exhibit higher resistance to fragmentation, forming larger fragments due to faster vortex dissipation and reduced turbulent stress at the interface. In contrast, Newtonian droplets undergo rapid fragmentation, resulting in smaller, more uniform droplets. This work provides new insights into turbulence-induced droplet breakup mechanisms and offers a foundation for future optimization of non-Newtonian fluid applications.</div></div>","PeriodicalId":339,"journal":{"name":"International Journal of Multiphase Flow","volume":"189 ","pages":"Article 105262"},"PeriodicalIF":3.6,"publicationDate":"2025-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143876567","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Daniele Rossi , Simone Di Giorgio , Sergio Pirozzoli
{"title":"Comparative analysis of volume of fluid and phase–field methods for numerical simulations of two-phase flows","authors":"Daniele Rossi , Simone Di Giorgio , Sergio Pirozzoli","doi":"10.1016/j.ijmultiphaseflow.2025.105245","DOIUrl":"10.1016/j.ijmultiphaseflow.2025.105245","url":null,"abstract":"<div><div>A comprehensive study is conducted to analyze various methods for capturing the fluid interface in numerical simulations of two-phase flows. The primary objective is to compare the performance of volume of fluid (VOF) methods, based on a sharp interface description, and phase-field (PF) methods, where diffuse transition layers are used instead. To this end, a series of numerical simulations is conducted by using an in-house solver with four different interface-capturing methods: an algebraic TVD-VOF (AVOF), a geometric PLIC-VOF (GVOF), and two PF methods, based respectively on the conservative Allen–Cahn (CAC) and profile-corrected Cahn–Hilliard (CCH) formulations. These simulations aim to reproduce commonly used benchmark test cases as well as more complex practical applications, such as oceanic wave breaking and the sloshing phenomena of fluids within containers. The results highlighted the strengths and weaknesses of each method under various conditions, offering insights into their accuracy and computational costs. Among the methods, the GVOF approach consistently demonstrated higher accuracy in predicting the interface geometry, along with superior grid convergence properties, making it a reliable choice for a wide range of numerical simulations. The AVOF method offers a reliable alternative, delivering accurate results but facing some challenges in capturing smaller fluid structures and showing performance degradation in highly nonlinear scenarios. The PF methods are less accurate in predicting interface geometry, but perform better in terms of surface tension accuracy, yielding reduced spurious currents. The CAC method proves computationally efficient and simple to implement but faces time step limitations that necessitate future improvement for high-fidelity simulations. Finally, the CCH method performs least accurately across test conditions and it also incurs the highest computational cost among the methods tested. These outcomes may provide valuable insights for researchers in selecting the most suitable numerical method for their specific applications.</div></div>","PeriodicalId":339,"journal":{"name":"International Journal of Multiphase Flow","volume":"189 ","pages":"Article 105245"},"PeriodicalIF":3.6,"publicationDate":"2025-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143873323","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jie Sun , Yuxin Zheng , Liyao Jiang , Cuiping Yang , Chuanhao Huang , Nana Sun , Weidong Li , Amos Ullmann , Neima Brauner
{"title":"Investigation on flow characteristics of highly viscous oil-water core-annular flow in horizontal pipes based on machine learning","authors":"Jie Sun , Yuxin Zheng , Liyao Jiang , Cuiping Yang , Chuanhao Huang , Nana Sun , Weidong Li , Amos Ullmann , Neima Brauner","doi":"10.1016/j.ijmultiphaseflow.2025.105265","DOIUrl":"10.1016/j.ijmultiphaseflow.2025.105265","url":null,"abstract":"<div><div>Water-annulus technology is regarded as a promising and efficient method for reducing drag and saving power in the transportation of highly viscous oil. Most existing theoretical prediction models for high-viscosity oil-water core-annular flow in horizontal pipes are based on a concentric core-annular flow configuration with a circular oil core and a smooth oil-water interface. In reality, however, this ideal configuration may not be achieved due to the buoyant force resulting from the density difference between the oil and water, and the instability of the interface. This discrepancy leads to a significant deviation between predicted results and experimental values for flow characteristics, particularly the pressure gradient and water holdup. Therefore, this study proposes a back propagation neural network model enhanced by particle swarm optimization to predict these flow characteristics for highly viscous oil-water core-annular flow in horizontal pipes. The model is trained and tested using experimental data obtained in experimental studies reported in the literature. The results indicate that the new model achieves high prediction accuracy for both pressure gradients and water holdups, significantly surpassing the accuracy of existing phenomenological models for core-annular flow. This proposed modeling approach has the potential to be a powerful tool for design and flow optimization in the petroleum industry.</div></div>","PeriodicalId":339,"journal":{"name":"International Journal of Multiphase Flow","volume":"189 ","pages":"Article 105265"},"PeriodicalIF":3.6,"publicationDate":"2025-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143864668","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Droplet evaporation on bio-inspired surfaces considering the electric field based on MRT-LBM","authors":"Bowen Yu, Zhiguo Xu, Zelin Zhao","doi":"10.1016/j.ijmultiphaseflow.2025.105267","DOIUrl":"10.1016/j.ijmultiphaseflow.2025.105267","url":null,"abstract":"<div><div>Droplet collisions on superheated solid surfaces under the electric field are universal phenomenon in both nature and industrial production processes. The electric field intensity and textured surface morphology are crucial factors influencing droplet evaporation. However, the understanding of how droplets impact and evaporate on textured surfaces with the electric field is limited. The research investigates how droplets morphologically change upon impacting superheated bio-inspired surfaces under the electric field, based on the multiphase and thermal multiple-relaxation-time lattice Boltzmann method that incorporates the leaky dielectric model. The bio-inspired surfaces, characterized by reentrant pillars, are designed based on the cuticles of springtails. Factors such as electric capillary number, Weber number, and microstructural morphology are taken into account for the effects of droplet collision and evaporation. The results indicate that an enhanced electric field promotes droplet evaporation during film evaporation. Nevertheless, in the context of nucleate boiling, the enhanced electric field does not consistently facilitate droplet evaporation. When the ratio of substrate temperature to critical temperature <span><math><mrow><mo>(</mo><mrow><msub><mi>T</mi><mi>h</mi></msub><mo>/</mo><msub><mi>T</mi><mi>c</mi></msub></mrow><mo>)</mo></mrow></math></span> is 0.90 and the Weber number is 85.5, the droplet breaks through the energy barriers of the structure, even without the electric field. Droplet lifetime on the superheated bio-inspired surface is shortest when <span><math><mrow><mrow><msub><mi>T</mi><mi>h</mi></msub><mo>/</mo><msub><mi>T</mi><mi>c</mi></msub></mrow><mo>=</mo><mn>0.90</mn><mo>,</mo><mn>1.02</mn><mo>,</mo><mn>1.06</mn></mrow></math></span> with the electric field, measuring 76.27 %, 46.36 %, and 56.78 % of that on the micro-pillar surface, respectively. This study provides valuable insights into accurately controlling electric fields to enhance the evaporation of droplets.</div></div>","PeriodicalId":339,"journal":{"name":"International Journal of Multiphase Flow","volume":"189 ","pages":"Article 105267"},"PeriodicalIF":3.6,"publicationDate":"2025-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143852035","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Hagen–Poiseuille flow in the pipe layered by porous medium is linearly unstable","authors":"Ajay Sharma , P. Bera , Gaurav Sharma","doi":"10.1016/j.ijmultiphaseflow.2025.105243","DOIUrl":"10.1016/j.ijmultiphaseflow.2025.105243","url":null,"abstract":"<div><div>The long-standing linearly stable Hagen–Poiseuille flow is shown to become unstable when a low-permeable porous medium layers the inner surface of the pipe. The analysis indicates that depending upon the media permeability, a threshold value of the fluid layer thickness exists below which the onset of instability occurs under axisymmetric disturbances, whereas above the threshold value, the same occurs under non-axisymmetric disturbance. In the former case, the instability is induced due to the interaction of the dynamics of base flow with the porous layer and leads to the porous mode of instability. The latter case is due to the combined effect of Reynolds stress in the fluid regime and slip porous boundary at the interface, and gives rise to the fluid mode of instability. For instance, when the Darcy number (<span><math><mrow><mi>D</mi><mi>a</mi></mrow></math></span>) and Beavers-Joseph slip coefficient (<span><math><msub><mrow><mi>α</mi></mrow><mrow><msub><mrow></mrow><mrow><msub><mrow></mrow><mrow><mi>B</mi><mi>J</mi></mrow></msub></mrow></msub></mrow></msub></math></span>) are fixed at <span><math><mrow><mn>1</mn><msup><mrow><mn>0</mn></mrow><mrow><mo>−</mo><mn>6</mn></mrow></msup></mrow></math></span> and 0.1, respectively, the threshold value of thickness ratio, <span><math><mover><mrow><mi>t</mi></mrow><mrow><mo>ˆ</mo></mrow></mover></math></span> is around 0.0336. Our results show that the threshold value of <span><math><mover><mrow><mi>t</mi></mrow><mrow><mo>ˆ</mo></mrow></mover></math></span> increases monotonically with an increase in <span><math><mrow><mi>D</mi><mi>a</mi></mrow></math></span>. In the fluid mode, energy production due to Reynolds stress is balanced by energy loss via viscous dissipation, whereas in porous mode, the same is balanced mainly by combined energy loss via surface drag and work done at the interface. In addition, keeping the thickness of the porous region fixed, the fluid layer thickness for which almost similar instability characteristics are found varies directly as the square root of media permeability. Our rigorous analysis also shows that <span><math><msub><mrow><mi>α</mi></mrow><mrow><msub><mrow></mrow><mrow><msub><mrow></mrow><mrow><mi>B</mi><mi>J</mi></mrow></msub></mrow></msub></mrow></msub></math></span> destabilizes the flow, and the onset of instability takes place at Reynolds number as small as 695, when <span><math><mrow><mi>D</mi><mi>a</mi><mo>=</mo><mn>1</mn><msup><mrow><mn>0</mn></mrow><mrow><mo>−</mo><mn>6</mn></mrow></msup><mo>,</mo><msub><mrow><mi>α</mi></mrow><mrow><msub><mrow></mrow><mrow><msub><mrow></mrow><mrow><mi>B</mi><mi>J</mi></mrow></msub></mrow></msub></mrow></msub><mo>=</mo><mn>0</mn><mo>.</mo><mn>3</mn></mrow></math></span> and <span><math><mrow><mover><mrow><mi>t</mi></mrow><mrow><mo>ˆ</mo></mrow></mover><mo>=</mo><mn>0</mn><mo>.</mo><mn>016</mn></mrow></math></span>. Furthermore, an increase in <span><math><msub><mrow><mi>α</mi></mrow><mrow><msub><mrow></mrow><mro","PeriodicalId":339,"journal":{"name":"International Journal of Multiphase Flow","volume":"189 ","pages":"Article 105243"},"PeriodicalIF":3.6,"publicationDate":"2025-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143864674","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Transition of flow between eccentrically rotating double cylinders","authors":"Tomoaki Watamura , Kazuyasu Sugiyama , Shu Takagi","doi":"10.1016/j.ijmultiphaseflow.2025.105236","DOIUrl":"10.1016/j.ijmultiphaseflow.2025.105236","url":null,"abstract":"<div><div>We report on the drag force acting on a mixing rod which rotates at the same rate as its orbital motion in a circular container. To gain insights into the mechanism of the drag increase owing to the wake development, we perform a series of numerical simulations in which the Reynolds number, the radius of a rod, and its orbit are parameterized. The flow transition can be realized by increasing the Reynolds number but strongly depends on the system geometries. To account for this transition, the gap Reynolds number is introduced herein; we find that the drag increase and the onset of vortex shedding can be well-scaled by the gap Reynolds number. We further demonstrate that the number of azimuthal waves is relevant to the eccentricity. The current findings, albeit empirical, suggest that the sidewall confinement can efficiently lead to a delay of flow transition and open a new venue for controlling the fluid–structure interaction in mixing processes.</div></div>","PeriodicalId":339,"journal":{"name":"International Journal of Multiphase Flow","volume":"189 ","pages":"Article 105236"},"PeriodicalIF":3.6,"publicationDate":"2025-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143843190","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Validation and calibration of a millimeter-wave interferometer for concentration measurements in particle-laden flows","authors":"Nicolas Rasmont, Joshua Rovey , Laura Villafañe","doi":"10.1016/j.ijmultiphaseflow.2025.105234","DOIUrl":"10.1016/j.ijmultiphaseflow.2025.105234","url":null,"abstract":"<div><div>Millimeter-wave interferometry is a novel method for measuring absolute concentrations in opaque dispersed multiphase flows. Its advantages include: the ability to penetrate dense particles clouds with minimal transmission loss compared to optical radiation (i.e., near-visible light), a linear response to volume fraction that is mostly independent of particle properties, the use of safe non-ionizing radiation, kilohertz sampling rates, and compact low-cost hardware. Spatial resolution is the main limiting factor of the technique when sub-wavelength resolution is required. In this work, we compare two methods to calibrate a millimeter-wave radar interferometer for absolute concentration measurements: a direct method that uses known particle concentrations, and an indirect method that relies on measuring the relative permittivity of bulk particle samples. Direct calibration results derived from earlier work by the authors are improved through the use of high-resolution X-ray micro-tomography to measure the particle size distribution and overlap-tolerant particle counting algorithms. The indirect calibration method utilizes a custom interference-based technique to measure the relative permittivity of a bulk powder at millimeter-wave frequencies. Results from both calibration methods agree within 0.7% when using the Lichtenecker logarithmic effective medium equation. The agreement between the two independent calibration procedures validates the theoretical framework of millimeter-wave interferometry.</div></div>","PeriodicalId":339,"journal":{"name":"International Journal of Multiphase Flow","volume":"189 ","pages":"Article 105234"},"PeriodicalIF":3.6,"publicationDate":"2025-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143848456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}