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Viser: Materials Informatics and Catalyst Informatics - An Introduction
Materials Informatics and Catalyst Informatics
An Introduction
Keisuke Takahashi og Lauren Takahashi
(2024)
Sprog: Engelsk
Detaljer om varen
- Hardback
- Udgiver: Springer (Marts 2024)
- Forfattere: Keisuke Takahashi og Lauren Takahashi
- ISBN: 9789819702169
Chapter 1. An Introduction to Materials Informatics and Catalysts Informatics.-
Chapter 2. Developing an Informatics Work Environment.-
Chapter 3. Programming.-
Chapter 4. Programming and Python.-
Chapter 5. Data and Materials and Catalysts Informatics.-
Chapter 6. Data Visualization.-
Chapter 7. Machine Learning.-
Chapter 8. Supervised Machine Learning.-
Chapter 9. Unsupervised Machine Learning and Beyond Machine Learning.