{"product_id":"machine-learning-for-powder-based-metal-gurminder-singh-9780443221453","title":"Machine Learning for Powder-Based Metal Additive Manufacturing","description":"\u003cp\u003e\u003ci\u003eMachine Learning for Powder-based Metal Additive Manufacturing \u003c\/i\u003eoutlines machine learning (ML) methods for additive manufacturing (AM) of metals that will improve product quality, optimize manufacturing processes, and reduce costs. The book combines ML and AM methods to develop intelligent models that train AM techniques in pre-processing, process optimization, and post-processing for optimized microstructure, tensile and fatigue properties, and biocompatibility for various applications. The book covers ML for design in AM, ML for materials development and intelligent monitoring in metal AM, both geometrical deviation and physics informed machine learning modeling, as well as data-driven cost estimation by ML. In addition, optimization for slicing and orientation, ML to create models of materials for AM processes, ML prediction for better mechanical and microstructure prediction, and feature extraction by sensing data are all covered, and each chapter includes a case study.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Gurminder Singh\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0443221456\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780443221453\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Elsevier\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/09\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 290\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Gurminder Singh","offers":[{"title":"Paperback","offer_id":46545854267647,"sku":"9780443221453","price":230.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_fdc0961c-c1bb-4f99-aa0f-b131429e1d36.jpg?v=1738183518","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-for-powder-based-metal-gurminder-singh-9780443221453","provider":"WR Book House","version":"1.0","type":"link"}