Coupled Multiscale Simulation and Optimization in Nanoelectronics -- 纳米电子耦合多尺度仿真与优化 Designing complex integrated circuits relies heavily on mathematical methods and calls for suitable simulation and optimization tools. The current design approach involves simulations and optimizations in different physical domains (device, circuit, thermal, electromagnetic) and in a range of electrical engineering disciplines (logic, timing, power, crosstalk, signal integrity, system functionality). COMSON was a Marie Curie Research Training Network created to meet these new scientific and training challenges by (a) developing new descriptive models that take these mutual dependencies into account, (b) combining these models with existing circuit descriptions in new simulation strategies and (c) developing new optimization techniques that will accommodate new designs.
The book presents the main project results in the fields of PDAE modeling and simulation, model order reduction techniques and optimization, based on merging the know-how of three major European semiconductor companies with the combined expertise of university groups specialized in developing suitable mathematical models, numerical schemes and e-learning facilities. In addition, a common Demonstrator Platform for testing mathematical methods and approaches was created to assess whether they are capable of addressing the industry’s problems, and to educate young researchers by providing hands-on experience with state-of-the-art problems.
设计复杂的集成电路很大程度上依赖于数学方法,并且需要适合的仿真和优化工具。目前的设计方法涉及不同物理领域(器件,电路,热电磁)和一系列电气工程学科(逻辑,时序,功率,串扰,信号完整性,系统功能)的仿真和优化。 COMSON是一个Marie Curie研究培训网络所创造的工具,旨在通过(a)开发考虑到这些相互依赖关系的新的描述模型,(b)将这些模型与新的模拟策略中的现有电路描述相结合(c) )开发适应新设计的新优化技术。
本书介绍了PDAE建模与仿真领域研究项目的主要成果,模型阶数减少的技术和优化,基于将三大欧洲半导体公司的专业知识与专业开发适合的数学模型的大学集团的专业知识相结合,数字化方案和电子学习设施。此外,它还创建了一个用于测试数学方法和对常见示范平台的访问,以评估他们是否能够解决行业问题,并通过提供最先进问题的实践经验来帮助教育年轻的研究人员。
Coupled Multiscale Simulation and Optimization in Nanoelectronics.pdf
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