{"product_id":"machine-learning-for-materials-discovery-von-n-m-anoop-krishnan-hariprasad-kodamana-und-ravinder-bhattoo","title":"Machine Learning for Materials Discovery","description":"\n                                \n                \u003cp\u003eFocusing 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. 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 aspect—each method presented herein is accompanied by a code that implements the method in open-source platforms such as Python. This book is thus aimed at graduate students, researchers, and engineers to enable the use of data-driven methods for understanding and accelerating the discovery of novel materials.\u003c\/p\u003e\n                                \n                \u003cbr\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031446214\"\u003e\u003ch3\u003eNumerical Recipes and Practical Applications\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031446245\"\u003e\u003ch3\u003eNumerical Recipes and Practical Applications\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9783031446214","offer_id":48627029377349,"sku":"9783031446214","price":171.19,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783031446245","offer_id":54731004051781,"sku":"9783031446245","price":181.89,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/7285a270-6218-4ea5-819d-b3d139ea38e2.jpg?v=1777524812","url":"https:\/\/shop.autorenwelt.de\/products\/machine-learning-for-materials-discovery-von-n-m-anoop-krishnan-hariprasad-kodamana-und-ravinder-bhattoo","provider":"Autorenwelt Shop","version":"1.0","type":"link"}