A review of filtration performance of protective masks

AB Wang, X Zhang, LJ Gao, T Zhang, HJ Xu… - International journal of …, 2023 - mdpi.com
Masks are essential and effective small protective devices used to protect the general public
against infections such as COVID-19. However, available systematic reviews and …

A deep learning perspective on electro-hydrodynamic micro-droplet interface deformation characteristics

G Hao, E Li, JX Li, H Zhang, M Zhong, X Liu… - Chemical Engineering …, 2023 - Elsevier
Micro-droplet electro-hydrodynamic deformations under combined shear flow and electric
fields were investigated experimentally where droplet deformation mechanisms were …

Physics-based statistical learning perspectives on droplet formation characteristics in microfluidic cross-junctions

JX Wang, W Yu, Z Wu, X Liu, Y Chen - Applied Physics Letters, 2022 - pubs.aip.org
Size-controllable micro-droplets obtained in microfluidic cross-junctions are significant in
microfluidics. Modeling and predictions in microfluidic-based droplet formation …

Ventilation reconstruction in bathrooms for restraining hazardous plume: Mitigate COVID-19 and beyond

JX Wang, Z Wu, H Wang, M Zhong, Y Mao, Y Li… - Journal of Hazardous …, 2022 - Elsevier
Converging evidence reports that the probability of vertical transmission patterns via shared
drainage systems, may be responsible for the huge contactless community outbreak in high …

Design and numerical analysis of serpentine microchannel integrated with inner-wall ridges for enhanced droplet mixing

X Cao, YP Chen - Science China Technological Sciences, 2023 - Springer
A numerical model is developed for three-dimensional droplet mixing in serpentine
microchannels with inner-wall ridges (referred to as SMR microchannels). The underlying …

Persistence of avian influenza virus (H9N2) on plastic surface

J Meng, Q Zhang, M Ma, H Shi, G He - Science of The Total Environment, 2022 - Elsevier
Plastics have been found to be colonized with pathogens and may become vectors for
transmission of diseases. In this study, we evaluated the persistence of H9N2 avian …

[HTML][HTML] A deep learning algorithm with smart-sized training data for transient thermal performance prediction

Z Wu, X Chen, Y Mao, E Li, X Zeng, JX Wang - Case Studies in Thermal …, 2022 - Elsevier
There is an impulsion to introduce machine-learning algorithms into the thermo-fluids areas.
Machine learning modeling, especially in high-precision regression problems, relies on …

Machine-assisted quantification of droplet boiling upon multiple solid materials

JX Wang, B Cui, C Salmean, X Chen, X Yan, Y Mao… - Nano Energy, 2024 - Elsevier
The intricate nature of droplet wetting and boiling on heated nano-/micro-structured surfaces
has significant implications for practical applications. However, the multitude of factors …

Numerical investigation on thermal performance of thermoelectric-cooler integrated cold plate of thermal control liquid loop in spacecraft

LJ Gao, HJ Xu, X Zhang, JX Wang, AB Wang - … Communications in Heat …, 2023 - Elsevier
The traditional single-phase fluid loop (SFL) and traditioanl thermal control algorithm can
barely control the temperature rapidly. Thermoelectric cooler (TEC) has been proved to be a …

Dual-directional small-sampling deep-learning modelling on co-flowing microfluidic droplet generation

JX Wang, J Qian, H Wang, M Sun, L Wu… - Chemical Engineering …, 2024 - Elsevier
User-specified droplets generated by microfluidics are critical but requires intensive
expertise and much time. Stimulated by data boosts from microfluidic experiments, deep …