Novel models for predicting the shape and motion of an ascending bubble in Newtonian liquids using machine learning

An experimental study of two identical air bubbles rising side-by-side in water

(2021) Meenu Agrawal et al.   PHYSICS OF FLUIDS

Numerical study on the interaction of two bubbles rising side-by-side in viscous liquids

(2021) H. Mirsandi et al.   CHEMICAL ENGINEERING JOURNAL

Comparison among drag coefficient models of single bubbles under high and low Morton number regimes

(2021) Lucas Gusmão Freitas et al.   CHEMICAL ENGINEERING SCIENCE

Influence of surfactant contaminations on the lift force of ellipsoidal bubbles in water

(2021) H. Hessenkemper et al.   INTERNATIONAL JOURNAL OF MULTIPHASE FLOW

A numerical study of a bubble pair rising side by side in external magnetic fields

(2021) Jie Zhang et al.   JOURNAL OF FLUID MECHANICS

A numerical study on the drag law of a gas bubble using dynamic body force method

(2021) Lingxin Zhang et al.   PHYSICS OF FLUIDS

A flexible image processing technique for measuring bubble parameters based on a neural network

(2021) Yichuan He et al.   CHEMICAL ENGINEERING JOURNAL

A seamless multiscale operator neural network for inferring bubble dynamics

(2021) Chensen Lin et al.   JOURNAL OF FLUID MECHANICS

Analyses and Modified Models for Bubble Shape and Drag Coefficient covering a wide range of working conditions

(2020) Yujia Zhou et al.   INTERNATIONAL JOURNAL OF MULTIPHASE FLOW

Lift and drag coefficients of deformable bubbles in intense turbulence determined from bubble rise velocity

(2020) Ashwanth K. R. Salibindla et al.   JOURNAL OF FLUID MECHANICS

Effects of fine particles on terminal velocities of single bubbles in a narrow channel between parallel flat plates

(2020) Masaaki Hashida et al.   INTERNATIONAL JOURNAL OF MULTIPHASE FLOW

Morphology and flow behavior of buoyant bubble plumes

(2020) Vishnu Teja Mantripragada et al.   CHEMICAL ENGINEERING SCIENCE

Transition of bubble motion from spiralling to zigzagging: A wake-controlled mechanism with a transverse magnetic field

(2020) Jie Zhang et al.   INTERNATIONAL JOURNAL OF MULTIPHASE FLOW

Particles, Drops, and Bubbles Moving Across Sharp Interfaces and Stratified Layers

(2019) Jacques Magnaudet et al.   Annual Review of Fluid Mechanics

Machine Learning for Fluid Mechanics

(2019) Steven L. Brunton et al.   Annual Review of Fluid Mechanics

NewApproach to Predict the Motion Characteristics of Single Bubbles in Still Water

(2019) Bin Deng et al.   Applied Sciences-Basel

Aspect ratio of bubbles in different liquid media: A novel correlation

(2019) Giorgio Besagni et al.   CHEMICAL ENGINEERING SCIENCE

Multiscale multiphase phenomena in bubble column reactors: A review

(2019) Shuli Shu et al.   RENEWABLE ENERGY

Agitation, Mixing, and Transfers Induced by Bubbles

(2018) Frédéric Risso   Annual Review of Fluid Mechanics

Shapes of single bubbles in infinite stagnant liquids contaminated with surfactant

(2018) Shohei Aoyama et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

The rising behaviors of single bubbles in stagnant turpentine and pine resin solutions

(2018) Chengrong Huang et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

Density model for aqueous glycerol solutions

(2018) Andreas Volk et al.   EXPERIMENTS IN FLUIDS

Drag Coefficient Prediction of a Single Bubble Rising in Liquids

(2018) Xiaokang Yan et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Bubble induced turbulence model improved by direct numerical simulation of bubbly flow

(2018) Xin Feng et al.   CHEMICAL ENGINEERING JOURNAL

Bubble shape and rising velocity in viscous liquids at high temperature and pressure

(2018) Zhen Tian et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

Shapes and paths of an air bubble rising in quiescent liquids

(2017) D. M. Sharaf et al.   PHYSICS OF FLUIDS

Experimental studies on the terminal velocity of air bubbles in water and glycerol aqueous solution

(2016) Liu Liu et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

Shapes of ellipsoidal bubbles in infinite stagnant liquids

(2016) S. Aoyama et al.   INTERNATIONAL JOURNAL OF MULTIPHASE FLOW

Experimental studies on the shape and motion of air bubbles in viscous liquids

(2015) Liu Liu et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

Mass transfer from a bubble in a vertical pipe

(2013) Shogo Hosoda et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

An experimental study on slow and fast bubbles in tap water

(2012) Franz Peters et al.   CHEMICAL ENGINEERING SCIENCE

Surfactant Effects on Bubble Motion and Bubbly Flows

(2011) Shu Takagi et al.   Annual Review of Fluid Mechanics

Hydrodynamic Behavior of a Single Bubble Rising in Viscous Liquids

(2011) Ziqi CAI et al.   CHINESE JOURNAL OF CHEMICAL ENGINEERING

Drag and lift forces on clean spherical and ellipsoidal bubbles in a solid-body rotating flow

(2011) MARIE RASTELLO et al.   JOURNAL OF FLUID MECHANICS

A new experimental method for determining particle capture efficiency in flotation

(2010) Z. Huang et al.   CHEMICAL ENGINEERING SCIENCE

Experimental characterization of the agitation generated by bubbles rising at high Reynolds number

(2009) GUILLAUME RIBOUX et al.   JOURNAL OF FLUID MECHANICS

Unsteady motion of a single bubble in highly viscous liquid and empirical correlation of drag coefficient

(2008) Li Zhang et al.   CHEMICAL ENGINEERING SCIENCE

Path instability of rising spheroidal air bubbles: A shape-controlled process

(2008) Roberto Zenit et al.   PHYSICS OF FLUIDS

Quasi-steady shape and drag of deformable bubbles and drops

(2007) E. Loth   INTERNATIONAL JOURNAL OF MULTIPHASE FLOW