{"product_id":"anoop-krishnan-m-n-machine-learning-for-materials-discovery-9783031446245","title":"Machine Learning for Materials Discovery","description":"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. 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.","brand":"Springer","offers":[{"title":"Default Title","offer_id":53682325487958,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0925\/5829\/5382\/files\/product_image_9783031446245_1.jpg?v=1778851075","url":"https:\/\/www.momoxbooks.com\/products\/anoop-krishnan-m-n-machine-learning-for-materials-discovery-9783031446245","provider":"momoxbooks","version":"1.0","type":"link"}