An electromagnetics-based parallel transient simulator of linear complexity for the analysis of very large-scale integrated circuits and packages

Duo Chen, D. Jiao
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引用次数: 1

Abstract

A parallel transient electromagnetic simulator of linear complexity and linear speedup is developed to simulate very large-scale integrated circuits and packages from DC to very high frequencies. In this simulator, through suitable basis functions and linear algebraic techniques, we directly and rigorously decompose the original 3-D system matrix into multiple 1-D matrices with negligible computational overhead. Each one-dimensional matrix is made tridiagonal, and hence can be solved readily in linear complexity. We then achieve an almost embarrassingly parallel implementation of the linear-complexity electromagnetic solver with a low communication-to-computation ratio. Numerical experiments on very large-scale integrated circuits and packages have demonstrated superior performance and linear speedup of the proposed parallel transient simulator. It successfully simulates a large-scale combined die-package system from a real product, which involves more than 3.5 billion unknowns, in fast CPU run time.
一种基于电磁的线性复杂度并行暂态模拟器,用于分析超大规模集成电路和封装
开发了一种线性复杂度和线性加速的并联瞬变电磁模拟器,用于模拟从直流到甚高频的超大规模集成电路和封装。在该模拟器中,我们通过合适的基函数和线性代数技术,直接严格地将原三维系统矩阵分解为多个一维矩阵,计算开销可以忽略不计。每个一维矩阵都是三对角的,因此可以很容易地求解线性复杂度。然后,我们以低通信计算比实现了线性复杂性电磁求解器的几乎令人尴尬的并行实现。在超大规模集成电路和封装上的数值实验表明,该并行暂态模拟器具有优越的性能和线性加速。它在快速的CPU运行时间内成功地模拟了一个涉及超过35亿个未知数的真实产品的大规模组合模包系统。
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