{"title":"Gate Oxide and Package Reliability of TO-263 SiC MOSFETs","authors":"Rahman Sajadi;C. N. Muhammed Ajmal;Bilal Akin","doi":"10.1109/TCPMT.2025.3589429","DOIUrl":"https://doi.org/10.1109/TCPMT.2025.3589429","url":null,"abstract":"This article presents a comprehensive reliability analysis of TO-263 silicon carbide MOSFETs (SiC MOSFETs) from four different vendors, focusing on gate oxide and package degradation. A range of accelerated aging tests (AATs), including positive high-temperature gate bias (PHTGB), negative high-temperature gate bias (NHTGB), high-temperature reverse bias (HTRB), and dc power cycling (DCPC), are conducted to investigate both gate oxide and package reliability. The findings from HTGB and HTRB tests emphasize that even a 10 nm reduction in gate oxide thickness can significantly impact gate oxide reliability compared to similar designs. Furthermore, the results from NHTGB show that the devices are more prone to failure compared to PHTGB, disproving the idea that the device lifetime is longer in the off-state compared to the on-state. The conclusions are drawn from measurements using focused ion beam (FIB) and transmission electron microscopy (TEM), which provide detailed cross-sectional images of the devices. Additionally, the reliability of the TO-263 package is assessed, highlighting solder fatigue failure between the device and the printed circuit board (PCB) as a significant issue. This failure mechanism can lead to the detachment of the device from the PCB, resulting in a loss of connection. The study underscores the importance of optimizing gate oxide thickness and addressing thermal–mechanical stresses to enhance the overall reliability of SiC MOSFETs with TO-263 packages in high-power applications.","PeriodicalId":13085,"journal":{"name":"IEEE Transactions on Components, Packaging and Manufacturing Technology","volume":"15 8","pages":"1732-1740"},"PeriodicalIF":3.0,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144891154","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yiyang Xu;Kangcheng Wang;Yun-Bo Zhao;Yu Kang;Peng Bai
{"title":"Low-Cost Functional Testing Based on Data Imputation Integrating Fault Tree Analysis and XGBoost","authors":"Yiyang Xu;Kangcheng Wang;Yun-Bo Zhao;Yu Kang;Peng Bai","doi":"10.1109/TCPMT.2025.3589029","DOIUrl":"https://doi.org/10.1109/TCPMT.2025.3589029","url":null,"abstract":"Functional testing is essential for ensuring the quality of electronic products. As system complexity increases, the cost of functional testing—particularly during the motherboard testing stage—has risen significantly. Designing an efficient testing strategy is therefore key to reducing overall testing costs. Although data imputation methods can enhance the effectiveness of strategies by addressing missing data, current approaches do not adequately account for the impact of correlation information between system modules on the input information of the data imputation model. This oversight results in suboptimal imputation performance, making it challenging to further reduce testing costs. To overcome this limitation, we propose a data imputation method that integrates fault tree analysis (FTA) with eXtreme gradient boosting (XGBoost), effectively combining system fault mode analysis with data-driven modeling. First, faults in nonbus data transmission are additionally considered, and an enhanced fault tree for motherboard testing is constructed. Next, correlations among system modules are quantitatively represented as system event associations within the fault tree, based on which the attributes requiring imputation are determined. Then, a top–down quantitative analysis method driven by both mechanisms and data is introduced to infer the states of basic events from intermediate event states. This mapping from intermediate events to basic events reduces the proportion of missing data. Based on this, missing values are imputed using the tree-based XGBoost model. Experiments conducted on transformed real-world manufacturing data demonstrate that effective testing strategies can be dynamically developed under varying conditions using the proposed method. Testing costs are reduced by up to 5.64% in high-yield scenarios, 6.66% in low-yield scenarios, and 7.07% during long-term yield fluctuations. Furthermore, the defect level is reduced by as much as 51.02%.","PeriodicalId":13085,"journal":{"name":"IEEE Transactions on Components, Packaging and Manufacturing Technology","volume":"15 8","pages":"1764-1777"},"PeriodicalIF":3.0,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144892378","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Miniaturized Metasurface-Inspired Tunable Power Divider and Phase Shifter","authors":"Nophadon Wiwatcharagoses;Sambit Kumar Ghosh;Premjeet Chahal","doi":"10.1109/TCPMT.2025.3588044","DOIUrl":"https://doi.org/10.1109/TCPMT.2025.3588044","url":null,"abstract":"Composite right/left-handed transmission line (CRLH TL) concept with metasurface (MS) unit cells is resurfaced to propose planar tunable and miniaturized power divider and phase shifter devices. Fabrication deals with monolayer metal patterning and varactor diodes. Electronic behavior can be modified by varying the dc bias voltages. A planar X-band power splitter with both equal and unequal power dividing properties is presented. Experimental outcomes confirm that it has 140-MHz center frequency tuning capability. It achieved a highest difference in power transfer of 4.5 dB between the two output ports without any notable change in the performance. Another design having resonant frequencies of 8.95 and 10.25 GHz along with varactor diodes is proposed to produce tunable phase shift characteristics. It generates a wide linear phase tuning range of 45° over almost a 2-GHz bandwidth. Both the prototypes allow an easy integration of active devices to attain tunable functionalities.","PeriodicalId":13085,"journal":{"name":"IEEE Transactions on Components, Packaging and Manufacturing Technology","volume":"15 8","pages":"1759-1763"},"PeriodicalIF":3.0,"publicationDate":"2025-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144891149","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhonghao Zhang;Paul K. Jo;Shane Oh;Muhannad S. Bakir
{"title":"Direct Die-to-Die Bridging for Heterogeneous mm-Wave Circuits Enabled by Fused-Silica Stitch-Chip Technology","authors":"Zhonghao Zhang;Paul K. Jo;Shane Oh;Muhannad S. Bakir","doi":"10.1109/TCPMT.2025.3587609","DOIUrl":"https://doi.org/10.1109/TCPMT.2025.3587609","url":null,"abstract":"This work presents a novel direct die-to-die (D2D) interconnect approach utilizing fused-silica stitch-chip technology to integrate heterogeneous commercial off-the-shelf (COTS) chiplets without the need for die embedding. This study evaluates RF performance through simulations and experimental measurements, comparing the stitch-chip interconnect against both wire-bond and other interconnect technologies. In addition, this study analyzes the impact of die embedding within a cavity on its performance. A heterogeneous integration of a low-noise amplifier (LNA) die (GaAs) and a switch die (AlGaAs), both designed for K-/Ka-band applications, is demonstrated using stitch-chip technology. RF characterization results verify that the bare LNA die maintains strong performance, achieving greater than 12-dB return loss (RL). The integrated LNA-switch module achieves a 20-dB linear gain up to 38 GHz, with the D2D stitch-chip interconnect showing a 4-dB improvement in gain compared to the die-to-package-to-die (D2P2D) approach and an 8.5-dB increase in gain compared to wire-bond connections. The results demonstrate that the proposed stitch-chip technology effectively minimizes insertion loss (IL), improves impedance matching, and enhances RF signal integrity, positioning it as an up-and-coming solution for future heterogeneous RF/mm-wave multichip integration applications.","PeriodicalId":13085,"journal":{"name":"IEEE Transactions on Components, Packaging and Manufacturing Technology","volume":"15 8","pages":"1652-1660"},"PeriodicalIF":3.0,"publicationDate":"2025-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144891048","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Liquid Paste Interconnects on a Silicon Power Diode","authors":"Nick Baker;Francesco Iannuzzo;Szymon Bęczkowski","doi":"10.1109/TCPMT.2025.3582563","DOIUrl":"https://doi.org/10.1109/TCPMT.2025.3582563","url":null,"abstract":"State-of-the-art power semiconductors use solid metal interconnects such as wire-bonding, soldering, and sintering. Thermo-mechanical stress degrades these solid metal interconnects and is the main cause of failure in power semiconductors. This letter demonstrates the use of liquid-metals (LMs), which are inherently resistant to thermo-mechanical stress, to package a silicon power diode. The manufacturing process is performed below <inline-formula> <tex-math>$80~^{circ }$ </tex-math></inline-formula>C. The thermo-mechanical lifetime is assessed through power cycling and is shown to increase by factor of 3.3x in comparison to SAC305 solder and aluminum wirebonded diodes. In addition, the thermal resistance of LM packaged diodes shows a 9% improvement. Corrosion and pump out of the LM is thought to be the failure mode.","PeriodicalId":13085,"journal":{"name":"IEEE Transactions on Components, Packaging and Manufacturing Technology","volume":"15 8","pages":"1661-1665"},"PeriodicalIF":3.0,"publicationDate":"2025-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144896806","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Chenxiao Huang;Guisheng Zou;Shuaiqi Wang;Zehua Li;Guoqiang Qi;Lei Liu
{"title":"The Pressure Balance Effect of the Polytetrafluoroethylene Buffer Film in Pressure-Assisted Sintering Bonding","authors":"Chenxiao Huang;Guisheng Zou;Shuaiqi Wang;Zehua Li;Guoqiang Qi;Lei Liu","doi":"10.1109/TCPMT.2025.3587762","DOIUrl":"https://doi.org/10.1109/TCPMT.2025.3587762","url":null,"abstract":"Bonding pressure is one of the most important process parameters in pressure-assisted sintering bonding of the SiC power chips. The buffer film, placed between the pressure indenter and the chips, is essential to balance the pressure during the simultaneous bonding of multiple chips. However, the pressure balance mechanism, optimization, and enhancement of the buffer film have been rarely studied. In this study, a simulation model for the pressure balance effect of the polytetrafluoroethylene (PTFE) buffer film was established and verified by experimental results. The mean relative error (MRE) between the simulation and experimental results was merely 1.06% and 1.98%, regarding to the compression ratio and porosity of the joint. It was found that the pressure balance ability peaked at an optimal pressure for the first time. The optimal pressure value was negatively correlated with the sintering temperature regardless of the film thickness. To improve the pressure balance effect at lower pressure, drilled buffer films were proposed to enhance the pressure balance ability of the PTFE film. With a drilled film, the joint porosity difference between two chips with a 60-<inline-formula> <tex-math>$mu $ </tex-math></inline-formula>m-height difference was reduced by 44%. The combination of films with different removal rates could further eliminate the influence of a specific height difference. This work is promising to deepen the understanding of the pressure balance mechanisms of the buffer film and pave the way for low-cost and low-pressure sintering bonding.","PeriodicalId":13085,"journal":{"name":"IEEE Transactions on Components, Packaging and Manufacturing Technology","volume":"15 8","pages":"1778-1787"},"PeriodicalIF":3.0,"publicationDate":"2025-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144892376","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"IEEE Transactions on Components, Packaging and Manufacturing Technology Information for Authors","authors":"","doi":"10.1109/TCPMT.2025.3583863","DOIUrl":"https://doi.org/10.1109/TCPMT.2025.3583863","url":null,"abstract":"","PeriodicalId":13085,"journal":{"name":"IEEE Transactions on Components, Packaging and Manufacturing Technology","volume":"15 7","pages":"1561-1561"},"PeriodicalIF":2.3,"publicationDate":"2025-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11073825","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144581612","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"IEEE Transactions on Components, Packaging and Manufacturing Technology Society Information","authors":"","doi":"10.1109/TCPMT.2025.3583865","DOIUrl":"https://doi.org/10.1109/TCPMT.2025.3583865","url":null,"abstract":"","PeriodicalId":13085,"journal":{"name":"IEEE Transactions on Components, Packaging and Manufacturing Technology","volume":"15 7","pages":"C3-C3"},"PeriodicalIF":2.3,"publicationDate":"2025-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11074259","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144581696","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"IEEE Transactions on Components, Packaging and Manufacturing Technology Publication Information","authors":"","doi":"10.1109/TCPMT.2025.3583861","DOIUrl":"https://doi.org/10.1109/TCPMT.2025.3583861","url":null,"abstract":"","PeriodicalId":13085,"journal":{"name":"IEEE Transactions on Components, Packaging and Manufacturing Technology","volume":"15 7","pages":"C2-C2"},"PeriodicalIF":2.3,"publicationDate":"2025-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11073826","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144581614","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Marco Atlante;Riccardo Trinchero;Igor S. Stievano;Mihai Telescu;Noël Tanguy
{"title":"IC Modeling via Machine Learning Regressions: A Data-Driven Approach to SPICE Integration","authors":"Marco Atlante;Riccardo Trinchero;Igor S. Stievano;Mihai Telescu;Noël Tanguy","doi":"10.1109/TCPMT.2025.3584470","DOIUrl":"https://doi.org/10.1109/TCPMT.2025.3584470","url":null,"abstract":"This article presents a method for generating accurate and efficient macromodels of high-speed input/output (I/O) buffers. Extending existing techniques, the proposed approach enables a modular and scalable model generation tool based on machine learning. Given the limitations of traditional methods, this work leverages kernel regression to develop SPICE-compliant models. Two compression schemes, random selection and Nyström approximation, are used and thoroughly compared to reduce the number of expansion terms, with beneficial effects in terms of compactness of the SPICE implementation. The effectiveness of the method in terms of model accuracy and efficiency is stressed through real devices and typical signal and power integrity (SIPI) cosimulations.","PeriodicalId":13085,"journal":{"name":"IEEE Transactions on Components, Packaging and Manufacturing Technology","volume":"15 9","pages":"1814-1822"},"PeriodicalIF":3.0,"publicationDate":"2025-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145100410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}