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METHOD FOR DETERMINING ROOT CAUSE AFFECTING YIELD IN A SEMICONDUCTOR MANUFACTURING PROCESS

机译:确定半导体制造过程中影响产量的根本原因的方法

摘要

Described is a method for determining a root cause affecting yield in a process for manufacturing devices on a substrate, the method comprising; obtaining yield distribution data comprising the distribution of a yield parameter across the substrate or part thereof; obtaining sets of metrology data, each set comprising a spatial variation of a process parameter over the substrate or part thereof corresponding to a different layer of the substrate; comparing the yield distribution data and metrology data based on a similarity metric describing a spatial similarity between the yield distribution data and an individual set out of the sets of the metrology data; and determining a first similar set of metrology data out of the sets of metrology data, being the first set of metrology data in terms of processing order for the corresponding layers, which is determined to be similar to the yield distribution data.
机译:描述了一种用于确定在衬底上制造器件的过程中影响产量的根本原因的方法,该方法包括:获得成品率分布数据,包括成品率参数在整个基板或其部分上的分布;获得计量数据的集合,每个集合包括在衬底上或其对应于衬底的不同层的部分上的工艺参数的空间变化;基于相似度度量比较产量分布数据和度量衡数据,该相似度度量描述了产量分布数据与度量数据集之间的个体集之间的空间相似性;从所述计量数据组中确定第一类似计量数据组,就相应层的处理顺序而言,所述第一类似计量数据组被确定为与所述产量分布数据相似。

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