Browsing by Author N. M. Anoop Krishnan

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  • TVS.006905_N. M. Anoop Krishnan, Hariprasad Kodamana, Ravinder Bhattoo - Machine Learning for Materials Discovery_ Numerical Recipes and Practical App-GT.pdf.jpg
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  • Authors: N. M. Anoop Krishnan (2024)

  • 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. The book explains complex mathematical concepts in a lucid manner to ensure that readers from different materials domains are able to use these techniques successfully. A unique feature of this book is its hands-on aspecteach method presented herein is accompanied by a code that implements the method in open-source platforms such as Python.