Materials Data Science: Introduction to Data Mining, Machine Learning, and Data-Driven Predictions for Materials Science and Engineering - The Materials Research Society Series - Stefan Sandfeld - Books - Springer International Publishing AG - 9783031465673 - May 9, 2025
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Stefan Sandfeld
Materials Data Science: Introduction to Data Mining, Machine Learning, and Data-Driven Predictions for Materials Science and Engineering - The Materials Research Society Series

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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.

Media Books     Paperback Book   (Book with soft cover and glued back)
Released May 9, 2025
ISBN13 9783031465673
Publishers Springer International Publishing AG
Pages 618
Dimensions 150 × 220 × 10 mm   ·   961 g
Language German  

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