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 …

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 …

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 …

[HTML][HTML] Heat transfer optimisation using novel biomorphic pin-fin heat sinks: An integrated approach via design for manufacturing, numerical simulation, and machine …

M Harris, H Wu, A Angelopoulou, W Zhang, Z Hu… - Thermal Science and …, 2024 - Elsevier
With the availability of advanced manufacturing techniques, non-conventional shapes and
bio-inspired/biomorphic designs have shown to provide more efficient heat transfer …