Machine learning aided design and optimization of thermal metamaterials

C Zhu, EA Bamidele, X Shen, G Zhu, B Li - Chemical Reviews, 2024 - ACS Publications
Artificial Intelligence (AI) has advanced material research that were previously intractable,
for example, the machine learning (ML) has been able to predict some unprecedented …

Thermal management and temperature uniformity enhancement of electronic devices by micro heat sinks: A review

Z He, Y Yan, Z Zhang - Energy, 2021 - Elsevier
The electronic equipment develo** towards miniaturization and high integration is facing
the danger of high heat flux and non-uniform temperature distribution which leads to the …

Research progress on structural optimization design of microchannel heat sinks applied to electronic devices

X Zhang, Z Ji, J Wang, X Lv - Applied Thermal Engineering, 2023 - Elsevier
As the miniaturization of electronic devices continues and the heat flux increases rapidly,
thermal management techniques are facing serious challenges. Microchannel heat sinks …

An overview of heat transfer enhancement methods in microchannel heat sinks

L Du, W Hu - Chemical Engineering Science, 2023 - Elsevier
With the high miniaturization and integration of micro-electro-mechanical systems, micro-
satellite, lasers, and high-voltage electrical appliances, the heat transfer of electronic …

[HTML][HTML] Scale-up of micro-and milli-reactors: An overview of strategies, design principles and applications

Z Dong, Z Wen, F Zhao, S Kuhn, T Noël - Chemical Engineering Science: X, 2021 - Elsevier
Continuous-flow microreactor technology has been embraced by researchers in academia
and industry due to its excellent transport properties and the increased safety and control …

Heat transfer augmentation in microchannel heat sink using secondary flows: A review

H Sadique, Q Murtaza - International Journal of Heat and Mass Transfer, 2022 - Elsevier
This paper provides an extensive overview of heat transfer augmentation through various
techniques using microchannel heat sink (MCHS). Continuous miniaturization of electronic …

Research progress on passive enhanced heat transfer technology in microchannel heat sink

W Dong, X Zhang, B Liu, B Wang, Y Fang - International Journal of Heat …, 2024 - Elsevier
Enhanced heat transfer technology can be divided into active technology and passive
technology based on whether external power is consumed. Due to the absence of external …

[HTML][HTML] A review of recent passive heat transfer enhancement methods

SS Mousavi Ajarostaghi, M Zaboli, H Javadi… - Energies, 2022 - mdpi.com
Improvements in miniaturization and boosting the thermal performance of energy
conservation systems call for innovative techniques to enhance heat transfer. Heat transfer …

Numerical investigation of microchannel heat sinks with different inlets and outlets based on topology optimization

Y **a, L Chen, J Luo, W Tao - Applied Energy, 2023 - Elsevier
Topology optimization can generate better structures of microchannel with improved cooling
performance. In this paper, microchannel heat sinks with five different inlet and outlet …

Thermal behavior study of discharging/charging cylindrical lithium-ion battery module cooled by channeled liquid flow

C Zhao, W Cao, T Dong, F Jiang - International journal of heat and mass …, 2018 - Elsevier
With respect to channeled liquid cooling thermal management system of electric vehicle
battery pack, a thermal model is established for a battery module consisting of 71 18650 …