Mechanistic Data Science for Stem Education and Applications

by Wing Kam Liu, Mark Fleming, Zhengtao Gan

Book Overview

This book introduces Mechanistic Data Science (MDS) as a structured methodology for combining data science tools with mathematical scientific principles (i.e., "mechanistic" principles) to solve intractable problems. Traditional data science methodologies require copious quantities of data to show a reliable pattern, but the amount of required data can be greatly reduced by considering the mathematical science principles. MDS is presented here...

• Format: Paperback
• Language: English
• ISBN: 3030878341
• ISBN13: 9783030878344
• Release Date: December 2022
• Publisher: Springer
• Length: 276 Pages
• Weight: 0.91 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"