Machine Learning for Model Order Reduction

by Khaled Salah Mohamed

Book Overview

This Book discusses machine learning for model order reduction, which can be used in modern VLSI design to predict the behavior of an electronic circuit, via mathematical models that predict behavior. The author describes techniques to reduce significantly the time required for simulations involving large-scale ordinary differential equations, which sometimes take several days or even weeks. This method is called model order reduction (MOR), which...

• Format: Paperback
• Language: English
• ISBN: 3030093077
• ISBN13: 9783030093075
• Release Date: January 2019
• Publisher: Springer
• Length: 93 Pages
• Weight: 0.36 lbs.
• Dimensions: 0.2" x 6.1" x 9.2"