Domain-informed Machine Learning for Smart Manufacturing
The author Huang (ISyE, USC) introduces:
- Domain-informed learning problem formulation, contextualized data representation, and dimension reduction.
- Small-sample machine learning, transfer learning, and quality control methods for 3D printing and more.
- Reinforces concepts, methods, and tools described with real-world manufacturing case studies, examples, and data.
- Table of Contents
- Supplementary Materials (coming soon)
- Purchase (Amazon)