Microfluidic method–based encapsulated phase change materials: Fundamentals, progress, and prospects

W Gao, F Liu, C Yu, Y Chen, X Liu - Renewable and Sustainable Energy …, 2023 - Elsevier
Encapsulating phase change materials (PCMs) in protective shells can reversibly absorb
and release large amounts of heat within a narrow range of operating temperatures and …

AI-enhanced biomedical micro/nanorobots in microfluidics

H Dong, J Lin, Y Tao, Y Jia, L Sun, WJ Li, H Sun - Lab on a Chip, 2024 - pubs.rsc.org
Human beings encompass sophisticated microcirculation and microenvironments,
incorporating a broad spectrum of microfluidic systems that adopt fundamental roles in …

Functions and applications of artificial intelligence in droplet microfluidics

H Liu, L Nan, F Chen, Y Zhao, Y Zhao - Lab on a Chip, 2023 - pubs.rsc.org
Droplet microfluidics has emerged as a powerful technology to perform high-throughput
experiments, while artificial intelligence (AI) serves as a functional tool to analyze a large set …

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 …

Recent progress in nucleic acid detection with CRISPR

FX Liu, JQ Cui, Z Wu, S Yao - Lab on a Chip, 2023 - pubs.rsc.org
Recent advances in CRISPR-based biotechnologies have greatly expanded our capabilities
to repurpose CRISPR for the development of molecular diagnostic systems. The key …

[HTML][HTML] Machine learning enhanced droplet microfluidics

C Barnes, AR Sonwane, EC Sonnenschein… - Physics of …, 2023 - pubs.aip.org
Machine learning has recently been introduced in the context of droplet microfluidics to
simplify the process of droplet formation, which is usually controlled by a variety of …

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 …

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 …

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 …

Dimensionless study of phase-change-based thermal protection for pulsed electromagnetic machines: Towards heat absorption-dissipation matching

Y Mao, M Zhong, JX Wang - Applied Energy, 2023 - Elsevier
The concept of “more-and all-electric aircraft” has become increasingly popular over the last
two decades, leading to a boost in the extensive utilization of airborne electromagnetic …