A general neural network model co-driven by mechanism and data for the reliable design of gas–liquid T-junction microdevices

Y Chang, L Sheng, J Wang, J Deng, G Luo - Lab on a Chip, 2023 - pubs.rsc.org
In recent years, many models have been developed to describe the gas–liquid
microdispersion process, which mainly rely on mechanistic analysis and may not be …

Droplets generation under different flow rates in T‐junction microchannel with a neck

Y Pang, Q Zhou, X Wang, Y Lei, Y Ren, M Li… - AIChE …, 2020 - Wiley Online Library
The 2D top view of the droplet formation in microfluidic T‐junction devices with a neck is
recorded to estimate the droplet volume under different flow conditions. The channel with a …

Experimental and Computational Investigation of Microbubble Formation in a Single Capillary Embedded T-junction Microfluidic Device

AH Khan, A Ganguli, M Edirisinghe, SV Dalvi - Langmuir, 2023 - ACS Publications
In recent years, there has been a notable increase in the interest toward microfluidic devices
for microbubble synthesis. The upsurge can be primarily attributed to the exceptional control …

Impact of flow feedback on bubble generation in T-junction microchannels under pressure-driven condition

Y Pang, Y Lu, X Wang, Q Zhou, Y Ren, Z Liu - Chemical Engineering …, 2021 - Elsevier
Under pressure-driven conditions of gas, the bubble size was experimentally studied in
different types of T-junction microchannels having widths of 300 μm and heights of 100 μm …

Dynamic wetting characteristics during droplet formation in a microfluidic T-junction

P Kumar, M Pathak - International Journal of Multiphase Flow, 2022 - Elsevier
Droplet formation in a microfluidic T-junction is dominated by the interfacial force arising
between the two fluids. The three-phase contact line at the channel wall is affected by the …

Influence of contact angle boundary condition on CFD simulation of T-junction

S Arias, A Montlaur - Microgravity science and technology, 2018 - Springer
In this work, we study the influence of the contact angle boundary condition on 3D CFD
simulations of the bubble generation process occurring in a capillary T-junction. Numerical …

Influences of wall superheat and channel width ratio on bubble behaviors and heat transfer within a heated microchannel T-junction

Z Yan, H Huang, W Pan, B Deng, Z Pan - International Communications in …, 2021 - Elsevier
Despite many studies conducted to reveal the bubble behaviors and associated heat
transfer within straight microchannels, those within heated microchannel T-junctions are …

Comparison of two gas injection methods for generating bubbles in a T-junction

S Arias - Microgravity Science and Technology, 2020 - Springer
In this work, we compare the performance of two different methods for generating bubbles in
conditions relevant to microgravity. A T-junction formed by two cylindrical (1 mm of internal …

Numerical and experimental study of the squeezing-to-dripping transition in a T-junction

S Arias, A Montlaur - Microgravity Science and Technology, 2020 - Springer
In this work, we study the transition from squeezing to dripping during the formation of
bubbles in a capillary T-junction in conditions relevant to microgravity. The junction is formed …

Flow regimes of the immiscible liquids within a rectangular microchannel

X Wang, Y Pang, Y Ma, Y Ren, Z Liu - Acta Mechanica Sinica, 2021 - Springer
Flow regimes of two immiscible liquids at the cross junction within a rectangular
microchannel are experimentally investigated. Characteristics of the flow regimes including …