Monte Carlo Methods for Partial Differential Equations With Applications to Electronic Design Automation

The Monte Carlo method is one of the top 10 algorithms in the 20^th century. This book presents a systematic introduction to the Monte Carlo method for solving major kinds of PDEs, and the detailed explanation of relevant techniques for EDA problems especially the cutting-edge algorithms of random walk based capacitance extraction.