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A hybrid random walk algorithm for 3-D thermal analysis of integrated circuits

机译:用于集成电路3-D热分析的混合随机游走算法

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In this work, a hybrid random walk method is proposed for the thermal analysis of integrated circuits. Preserving the advantage of generic random walk method (GRW), i.e. the suitability for simulating local hot-spots, the proposed techniques largely reduce its runtime for accurate high-resolution simulation, and is suitable for the realistic pyramid-shape IC model. This is achieved by combining the GRW and the floating random walk techniques, and a novel usage of rectangular cuboid transition domain. The techniques to handle the Neumann boundary and convective boundary in thermal simulation are also discussed. Numerical experiments on several IC test cases validate the efficiency and accuracy of the proposed techniques, and demonstrate more than 100X speedup over the GRW method.
机译:在这项工作中,提出了一种混合随机游动方法,用于集成电路的热分析。保留了通用随机游走法(GRW)的优势,即适合模拟局部热点,所提出的技术在很大程度上减少了其运行时间,从而可以进行精确的高分辨率仿真,并且适合于现实的金字塔形IC模型。这是通过结合GRW和浮动随机游走技术以及矩形长方体过渡域的新颖用法来实现的。还讨论了在热模拟中处理诺伊曼边界和对流边界的技术。在几个IC测试用例上进行的数值实验验证了所提出技术的效率和准确性,并证明了GRW方法的加速超过100倍。

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