{"product_id":"machine-learning-for-advanced-manufacturing-nishant-ranjan-9781032796895","title":"Machine Learning for Advanced Manufacturing","description":"\u003cp\u003eThis book presents the use of machine learning (ML) and artificial intelligence in advanced and new manufacturing processes, including core concepts and techniques of machine learning. It covers recent developments and research breakthroughs of tribological properties of polymer-, metal-, and ceramic-based additive manufactured components. It details the various technologies available to fortify the machine learning aspects in the advanced manufacturing processes, focusing on multidisciplinary domains of science and technology.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eFeatures: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e \u003cli\u003eEstablishes a relationship between ML and advanced manufacturing (AM) technology.\u003c\/li\u003e \u003cli\u003eHelps understand the challenges and opportunities of using ML in materials processing, selection, and manufacturing for different areas.\u003c\/li\u003e \u003cli\u003eReviews the hybridization of techniques under ML for prediction and optimization for quality, productivity, and sustainability in manufacturing.\u003c\/li\u003e \u003cli\u003eProvides a comprehensive overview of the state-of-the-art, future directions, latest developments, and recent developments in ML for AM.\u003c\/li\u003e \u003cli\u003eCovers the basics of ML with implementation procedure and effectiveness\u003cbr\u003edetails to provide a roadmap.\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eThis book is aimed at researchers and graduate students in mechanical, manufacturing, and industrial engineering.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Nishant Ranjan\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1032796898\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781032796895\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/27\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 192\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.03lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.50d","brand":"Nishant Ranjan","offers":[{"title":"Hardcover","offer_id":48997028266239,"sku":"9781032796895","price":160.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-for-advanced-manufacturing-nishant-ranjan-9781032796895","provider":"WR Book House","version":"1.0","type":"link"}