Surrogate Modeling

An introduction to surrogate modeling, Part III: beyond basics

A machine learning approach to accelerate engineering design

Shuai Guo
Towards Data Science
9 min readOct 29, 2020

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In part I of this series, we’ve introduced the fundamental concepts of surrogate modeling. In part II, we’ve seen surrogate modeling in action through a case study that presented the full analysis…

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Data scientist, specialized in statistical modeling and uncertainty analysis for reliable system design.