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Machine learning aided design and optimization of thermal metamaterials
Artificial Intelligence (AI) has advanced material research that were previously intractable,
for example, the machine learning (ML) has been able to predict some unprecedented …
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
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 …
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 …
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 …
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
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 …
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
This paper provides an extensive overview of heat transfer augmentation through various
techniques using microchannel heat sink (MCHS). Continuous miniaturization of electronic …
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 …
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
Improvements in miniaturization and boosting the thermal performance of energy
conservation systems call for innovative techniques to enhance heat transfer. Heat transfer …
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
Topology optimization can generate better structures of microchannel with improved cooling
performance. In this paper, microchannel heat sinks with five different inlet and outlet …
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
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 …
battery pack, a thermal model is established for a battery module consisting of 71 18650 …