Intelligent defect inspection of flip chip based on vibration signals and improved gcForest

L Su, X Hu, J Gu, Y Ji, G Wang, X Ming, K Li, M Pecht - Measurement, 2023 - Elsevier
The defect inspection of flip chips has become a meaningful and challenging task with the
decrease of size and distance of solder balls. In this paper, we proposed a novel defect …

Using GA-SVM for defect inspection of flip chips based on vibration signals

K Li, L Wang, JJ Wu, Q Zhang, G Liao, L Su - Microelectronics Reliability, 2018 - Elsevier
Flip chip technology has been widely used in IC packaging, and the combination of flip chip
technology and solder joint interconnection technology has been utilized in the …

Automated X-ray recognition of solder bump defects based on ensemble-ELM

L Su, LY Wang, K Li, JJ Wu, GL Liao, TL Shi… - Science China …, 2019 - Springer
Solder bumps realize the mechanical and electrical interconnection between chips and
substrates in surface mount components, such as flip chip, wafer level packaging and three …

Using RBF networks for detection and prediction of flip chip with missing bumps

G Liao, L Du, L Su, M Zeng, L Nie, T Shi - Microelectronics Reliability, 2015 - Elsevier
Flip chip has been extensively used in microelectronic packaging industry. With the trend of
solder bumps towards small volume and ultra-fine pitch, defect inspection of flip chips has …

[PDF][PDF] 基于机器学习电子封装互连材料研究现状

张墅野, 段晓康, 罗克宇, 许孙武, 张志昊, 陈捷狮… - 机械工程学报 - qikan.cmes.org
随着“后摩尔时代” 到来, 先进封装技术使芯片性能不断提升, 传统的材料开发制备以及封装互连
研究难以适应时代需要. 根据工业4.0 的愿景, 采用机器学习的算法在封装材料开发预测 …

Intelligent diagnosis of flip chip solder bumps using high-frequency ultrasound and a naive Bayes classifier

L Su, G Liao, T Shi, Y Zhang - Insight-Non-Destructive Testing …, 2018 - ingentaconnect.com
Machine learning is widely used in industrial diagnosis and can be used to obtain accurate
results automatically and online. The flip chip is a useful technology for microelectronic …

[PDF][PDF] Current Status of Electronic Packaging Materials Using Machine Learning

张墅野, 段晓康, 罗克宇, 许孙武, 张志昊… - Journal of Mechanical …, 2023 - qikan.cmes.org
With the advent of “post-Moore era”, advanced packaging technology improves the
performance of chips, and traditional materials development and preparation and research …

Peripheral soldering of flip chip joints on passive RFID tags

MS Islam - 2011 - digitalscholarship.unlv.edu
Flip chip is the main component of a RFID tag. It is used in billions each year in electronic
packaging industries because of its small size, high performance and reliability as well as …

Failure study of micron-sized flip-chip joints on passive RFID tags

ZY Wang, MS Islam, LH Dong… - International Journal of …, 2011 - inderscienceonline.com
As a highly precision product, passive RFID tag joints are usually in the size of 50-150 μm.
Their natural frequencies play a significant role in long-term tag life and read distance. When …

Failure of flip–chip joints in passive RFID tags and an alternative joining method

MS Islam, ZY Wang - International Journal of Precision …, 2011 - inderscienceonline.com
Natural frequencies of passive radio frequency identification (RFID) tags were studied as
they played a great role for their reliability. Both analytical and numerical predictions …