Materials Data Science
Introduction to Data Mining, Machine Learning, and Data-Driven Predictions for Materials Science and Engineering
Inbunden, Engelska, 2024
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This text covers all of the data science, machine learning, and deep learning topics relevant to materials science and engineering, accompanied by numerous examples and applications. The section on unsupervised learning emphasizes principal component analysis, and also covers manifold learning (t-SNE and UMAP) and clustering techniques.
Produktinformation
- Utgivningsdatum2024-05-09
- Mått155 x 235 x 37 mm
- Vikt1 176 g
- FormatInbunden
- SpråkEngelska
- SerieMaterials Research Society Series
- Antal sidor618
- FörlagSpringer International Publishing AG
- ISBN9783031465642