我们将机器学习和数据分析与半导体技术领域的专业知识相结合，开发了基于人工智能（AI）的晶圆级制造解决方案：制造工艺协同优化（Fab Technology Co-Optimization)，简称FTCO™。FTCO利用制造数据进行基于数学统计和物理机制的机器学习仿真，创建晶圆的计算机模型或者称为晶圆的“数字孪生”，来模拟晶圆的制造过程。作为制造工艺和晶圆的虚拟化，“数字孪生”是用户进行实验和测试的平台，以深入理解制造过程中参数的变化对晶圆良率的影响，预测良率以用于新产品的进一步研究，最终缩短新产品上市周期，而不需要耗时且昂贵的物理晶圆测试。我们与美光科技（Micron Technology）合作开发了FTCO中所需的模拟工具。
美光科技视频
如果您希望了解更多关于Silvaco FTCO解决方案的信息，请联系我们的FTCO专家。
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