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 20th 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.