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EDMES: an expert system for process optimization in microlithography

机译:edmes:微光刻过程优化的专家系统

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We have developed an expert system based on statistical knowledge and photolithographic knowledge. The philosophy of our system is to minimize the number and the cost of the experiments to reach a final objective or to show that the process will never achieve it. The system suggests intermediate objectives to test stability of the resist sensitivity before testing the final objective i.e., an optimized process point for the photolithography of a specific level. When a partial objective is completed the system proposes a goal involving more expensive experiments, and so on, until the final objective is reached. In this paper we demonstrate the capability of our system on the more advanced photolithographic processes. The first example is the study of delay time effect on positive deep UV resists. The second example is the optimization of a deep UV negative process for the gate level. As a conclusion, a comparison between the necessary steps required for this study and a standard approach is done.
机译:我们开发了一种基于统计知识和光刻知识的专家系统。我们系统的哲学是最大限度地减少实验的数量和成本,以达到最终目标或表明该过程永远不会实现它。该系统表明,中间目标在测试最终目标之前测试抗蚀剂灵敏度的稳定性,是特定水平的光刻的优化过程点。当完成部分目标时,系统提出了涉及更昂贵的实验的目标,依此类推,直到达到最终目标。在本文中,我们展示了我们系统对更先进的光刻过程的能力。第一个例子是研究对正深紫外线抗蚀剂的延迟时间效应。第二个例子是优化栅极电平的深紫色负处理。作为结论,完成了本研究所需的必要步骤与标准方法之间的比较。

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