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portada Machine Learning for Materials Discovery. Numerical Recipes and Practical Applications
Type
Physical Book
Collection
Machine Intelligence for Materials Science
Year
2025
Pages
279
Format
Paperback
Dimensions
23.5x15.5 cm
ISBN13
9783031446245

Machine Learning for Materials Discovery. Numerical Recipes and Practical Applications

Hariprasad Kodamana;Ravinder Bhattoo;N. M. Anoop Krishnan (Author) · Springer International Publishing AG · Paperback

Machine Learning for Materials Discovery. Numerical Recipes and Practical Applications - Hariprasad Kodamana;Ravinder Bhattoo;N. M. Anoop Krishnan

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Synopsis "Machine Learning for Materials Discovery. Numerical Recipes and Practical Applications"

Focusing on the fundamentals of machine learning, this book covers broad areas of data-driven modeling, ranging from simple regression to advanced machine learning and optimization methods for applications in materials modeling and discovery.

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