Method and system for quantitative inline material characterization in semiconductor production processes based on structural measurements and related models
    3.
    发明授权
    Method and system for quantitative inline material characterization in semiconductor production processes based on structural measurements and related models 有权
    基于结构测量和相关模型的半导体生产过程中定量在线材料表征的方法和系统

    公开(公告)号:US08423320B2

    公开(公告)日:2013-04-16

    申请号:US12417787

    申请日:2009-04-03

    Abstract: By using powerful data analysis techniques, such as PCR, PLS, CLS and the like, in combination with measurement techniques providing structural information, gradually varying material characteristics may be determined during semiconductor fabrication, thereby also enabling the monitoring of complex manufacturing sequences. For instance, the material characteristics of sensitive dielectric materials, such as ULK material, may be detected, for instance with respect to an extension of a damage zone, in order to monitor the quality of metallization systems of sophisticated semiconductor devices. The inline measurement data may be obtained on the basis of infrared spectroscopy, for instance using FTIR and the like, which may even allow directly obtaining the measurement data at process chambers, substantially without affecting the overall process throughput.

    Abstract translation: 通过使用强大的数据分析技术,例如PCR,PLS,CLS等,结合提供结构信息的测量技术,可以在半导体制造期间确定逐渐变化的材料特性,从而也可以监测复杂的制造顺序。 例如,为了监测复杂半导体器件的金属化系统的质量,可以例如相对于损伤区域的延伸部分来检测诸如ULK材料的敏感电介质材料的材料特性。 可以基于红外光谱法获得在线测量数据,例如使用FTIR等,其甚至可以允许在处理室处直接获得测量数据,基本上不影响整个工艺处理量。

    METHOD AND SYSTEM FOR QUANTITATIVE INLINE MATERIAL CHARACTERIZATION IN SEMICONDUCTOR PRODUCTION PROCESSES BASED ON STRUCTURAL MEASUREMENTS AND RELATED MODELS
    9.
    发明申请
    METHOD AND SYSTEM FOR QUANTITATIVE INLINE MATERIAL CHARACTERIZATION IN SEMICONDUCTOR PRODUCTION PROCESSES BASED ON STRUCTURAL MEASUREMENTS AND RELATED MODELS 有权
    基于结构测量和相关模型的半导体生产过程中定量在线材料表征的方法和系统

    公开(公告)号:US20090319196A1

    公开(公告)日:2009-12-24

    申请号:US12417787

    申请日:2009-04-03

    Abstract: By using powerful data analysis techniques, such as PCR, PLS, CLS and the like, in combination with measurement techniques providing structural information, gradually varying material characteristics may be determined during semiconductor fabrication, thereby also enabling the monitoring of complex manufacturing sequences. For instance, the material characteristics of sensitive dielectric materials, such as ULK material, may be detected, for instance with respect to an extension of a damage zone, in order to monitor the quality of metallization systems of sophisticated semiconductor devices. The inline measurement data may be obtained on the basis of infrared spectroscopy, for instance using FTIR and the like, which may even allow directly obtaining the measurement data at process chambers, substantially without affecting the overall process throughput.

    Abstract translation: 通过使用强大的数据分析技术,例如PCR,PLS,CLS等,结合提供结构信息的测量技术,可以在半导体制造期间确定逐渐变化的材料特性,从而也可以监测复杂的制造顺序。 例如,为了监测复杂半导体器件的金属化系统的质量,可以例如相对于损伤区域的延伸部分来检测诸如ULK材料的敏感电介质材料的材料特性。 可以基于红外光谱法获得在线测量数据,例如使用FTIR等,其甚至可以允许在处理室处直接获得测量数据,基本上不影响整个工艺处理量。

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