Reflow recipe establishment based on CFD-Informed machine learning model

Y Lai, JH Ha, KA Deo, J Yang, P Yin… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article proposes a computational fluid dynamics (CFD)-based machine learning (ML)
model to set the temperature of a convection reflow oven and control conveyor speed. Due …

Effects of Voids on Thermal Fatigue Reliability of Solder Joints on Inner Rings in Ball Grid Array Packaging by Finite Element Analysis

X Hu, L Liu, S Liu, M Ruan, Z Chen - Micromachines, 2023 - mdpi.com
Under alternating temperatures, the fatigue failure of solder balls caused by the mismatch of
the thermal expansion coefficient is a key problem in a Ball Grid Array (BGA). However, the …

Bond-line Thickness Prediction for Thermal Interface Material under Usage Conditions

Y Lai, X Jiefeng, J Ha, KA Deo… - 2024 IEEE 74th …, 2024 - ieeexplore.ieee.org
The escalating demand for high-performance computing is driving the expansion of high-
end packages, leading to increased power requirements. Efficient heat dissipation is crucial …

Influence of Stiffener Design on Co-Packaged Optics (CPO) 2.5 D Heterogeneous Packages

KA Deo, Y Lai, J Yang, JH Ha… - 2024 IEEE 74th Electronic …, 2024 - ieeexplore.ieee.org
The growth in 5G, AI, HPC and IoT have been in the rise in the past few years. This
exponential growth has led to research and development of co-packaged optics (CPO) …

Reliability of Differently Shaped Solder Joints in Chip Resistor Under Drop Impact

J Ha, KA Deo, J Yang, Y Lai… - 2024 IEEE 74th Electronic …, 2024 - ieeexplore.ieee.org
This paper presents a comparative study that demonstrates the influence of solder joint
shapes on the drop test performance of chip resistors. A 77 by 77 mm 2 test board that …

Influence of copper pad dimension on thermal fatigue life performance of BGA Packages

KA Deo, S Park, RN Kono - IEEE Transactions on Components …, 2023 - ieeexplore.ieee.org
As electronic packages continue to get smaller, designing reliable solder joints is becoming
an increasingly important part of the design process. The shape and height of the solder …

Design Guidelines for 2.5 D Packages Featuring Organic Interposer with Bridges Embedded

Y Lai, A Takahashi, S Park - IEEE Transactions on Components …, 2024 - ieeexplore.ieee.org
The rapid advancement of artificial intelligence (AI) has propelled the demand for high-
performance computing (HPC) systems capable of handling vast amounts of data. This …

Machine Learning Enhanced Reflow Profiling Approach

Y Lai - 2024 - search.proquest.com
Reflow soldering is a technique that temporarily applies solder paste to contact pads of
numerous surface mount components Reflow profiling is an optimization process to …

Reflow Oven Zone Temperature Advisor using the AI-Driven Smart Recipe Generator

Y Lai, P Yin, J Yang, J Ha, KA Deo… - 2023 IEEE 73rd …, 2023 - ieeexplore.ieee.org
This study introduces a novel method for expeditiously configuring the heating zone
temperatures and conveyor speed of a reflow oven, particularly for thick PCBs with bulky …

Residual stress measurement of build-up layer in silicon wafers

J Yang, C Cai, Y Lai, J Ha, H Wang… - 2023 IEEE 73rd …, 2023 - ieeexplore.ieee.org
Residual stress has been a big concern during the fabrication and assembly which may
damage the electronic device or shorten the device's lifetime. Several methods have been …