{"product_id":"machine-intelligence-for-materials-science-9783031446221","title":"Machine Intelligence for Materials Science","description":"\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","brand":"Gardners","offers":[{"title":"Default Title","offer_id":52911219015959,"sku":null,"price":20179.14,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9783031446221.jpg?v=1781263607","url":"https:\/\/payment.letskitaboo.com\/products\/machine-intelligence-for-materials-science-9783031446221","provider":"Kitaboo One eStore","version":"1.0","type":"link"}