Chinese semiconductor thread II

tokenanalyst

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High Performance Wafer Defect Classification Model Based on Feature Fusion and RGB SEM Images.​


School of Micro-Nano Electronics, Zhejiang University, Hangzhou, China
School of Microelectronics, University of Science and Technology of China, Hefei, China​

Abstract:​

The intelligent analysis of wafer defects is crucial for enhancing yield management and improving production efficiency. This study proposes an automatic defect classification (ADC) method for RGB SEM images and integrates the features of VGG32 and UNet models through cross-fusion techniques. Experimental results demonstrate significant advantages of RGB SEM images over gray SEM images in defect classification, and the feature cross-fusion model achieves better accuracy compared to individual models.​

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LanceD23

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Some Snippets about the 28nm scanner. Looks like working to improve its yield currently,


根据02专项目标,上海微电子在2020年底交付浸润式光刻机,但是高精度激光干涉仪受美国禁运,美国zygo公司只能提供精度不达标的多轴激光干涉仪,影响了双工台精度,华卓的国产替代没有顺利搞定,而是卡在这里相当长一段时间,最终导致机器没有通过国家验收,2022年底,哈尔滨工大的国产平面光栅干涉仪量产并替换美国产品,浸润式光刻机验收通过并且能多重曝光至14纳米,

根据双工台厂家华卓精科的上市报告透漏的信息推测,国产28纳米的光刻机应该至少交付三台,一台是在上海集成电路研发中心做各种调试,配合材料,EDA设计软件研发,至少运行两年了。一台就是在上海嘉定的实际生产线上调试,另外一台应该是在北京亦庄的纯国产线上调试,为促进半导体设备产业链全国产化,中国在上海成立集成电路研发中心,各类国产设备和材料厂家,大学科研机构可以进驻试验,在北京亦庄投资建设一条纯国产化线,用实际生产环境对国产设备材料EDA进行检验。

国产浸润式光刻机,目前在28纳米的良率为70%左右,还没有达到商业化需要的85%,年底至明年初良率将优化至90%以上。工厂计划在9月前再安装两台设备,若一切顺利,预计2025年,可生产14纳米。最晚2027年,将会进入7纳米生产。
 

sunnymaxi

Captain
Registered Member
Some Snippets about the 28nm scanner. Looks like working to improve its yield currently,


根据02专项目标,上海微电子在2020年底交付浸润式光刻机,但是高精度激光干涉仪受美国禁运,美国zygo公司只能提供精度不达标的多轴激光干涉仪,影响了双工台精度,华卓的国产替代没有顺利搞定,而是卡在这里相当长一段时间,最终导致机器没有通过国家验收,2022年底,哈尔滨工大的国产平面光栅干涉仪量产并替换美国产品,浸润式光刻机验收通过并且能多重曝光至14纳米,

根据双工台厂家华卓精科的上市报告透漏的信息推测,国产28纳米的光刻机应该至少交付三台,一台是在上海集成电路研发中心做各种调试,配合材料,EDA设计软件研发,至少运行两年了。一台就是在上海嘉定的实际生产线上调试,另外一台应该是在北京亦庄的纯国产线上调试,为促进半导体设备产业链全国产化,中国在上海成立集成电路研发中心,各类国产设备和材料厂家,大学科研机构可以进驻试验,在北京亦庄投资建设一条纯国产化线,用实际生产环境对国产设备材料EDA进行检验。

国产浸润式光刻机,目前在28纳米的良率为70%左右,还没有达到商业化需要的85%,年底至明年初良率将优化至90%以上。工厂计划在9月前再安装两台设备,若一切顺利,预计2025年,可生产14纳米。最晚2027年,将会进入7纳米生产。
verification process of SSA800i has successfully completed and machine entered in serial production..

yield and efficiency will improve further once you put that machine into production. its a basic principle. any high end equipment/machine cannot improve without extensive use.. the biggest plus point of SSA800i is, all components are domestically produced.. Chinese institutes thoroughly conquered Lithography machine..

The real game just begun.. ;)
 

sunnymaxi

Captain
Registered Member
Xin'en's "wafer carrier and semiconductor inspection system" patent is authorized ..

Tianyancha shows that Xin'en (Qingdao) Integrated Circuit Co., Ltd. recently obtained a patent called "Wafer Carrier and Semiconductor Inspection System", and the authorization announcement date is June 18, 2024. The patent solves the problem of abnormal measurement data caused by charge loss at the edge of the wafer to be inspected..

Background technique In the semiconductor manufacturing process, a measuring machine is needed to detect the equivalent capacitance thickness (CET), surface damage (PDM), surface barrier voltage (VSB), surface interface state density (LI) and other related parameters of the wafer through the capacitance-voltage characteristic curve, namely the CV characteristic curve, so as to characterize the quality of the wafer surface film, namely the dielectric layer. The wafer detector (Semiconductor Diagnostics Inc, SDI) uses a corona gun to excite the charge on the surface of the wafer, namely the dielectric layer, and uses a non-contact vibration probe to measure the surface voltage, and makes a CV characteristic curve to analyze the quality of the wafer surface film. In the actual measurement process of SDI, as shown in FIG1 and FIG2, the charges 11 excited by the corona gun 10 will hit the surface of the wafer 13 placed on the carrier 12, but part of the charges 11 at the edge 14 of the wafer will be offset, causing the charges 11 to appear outside the edge 14 of the wafer. The edge 14 of the wafer is prone to leakage due to the loss of charges 11, resulting in abnormal measurement data. Therefore, it is necessary to provide a new type of wafer carrier and semiconductor detection system to solve the above problems existing in the prior art..
HDA0004544166280000011

Schematic side view of the charge generated by the corona gun in the prior art being offset at the edge of the wafer..


HDA0004544166280000012


Schematic diagram of the top view of the charge generated by the corona gun being offset at the edge of the wafer

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LanceD23

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Registered Member
verification process of SSA800i has successfully completed and machine entered in serial production..

yield and efficiency will improve further once you put that machine into production. its a basic principle. any high end equipment/machine cannot improve without extensive use.. the biggest plus point of SSA800i is, all components are domestically produced.. Chinese institutes thoroughly conquered Lithography machine..

The real game just begun.. ;)
i am hearing EUV prototype coming out second half of this year by huawei.
 
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