{"product_id":"9783032351432","title":"AI Models for Design and Digital Prototyping","description":"\u003ch3\u003eSpringerBriefs in Applied Sciences and Technology Manufacturing and Surface Engineering\u003c\/h3\u003e\u003ch1\u003eAI Models for Design and Digital Prototyping\u003c\/h1\u003e\u003ch3\u003ePanagiotis Kyratsis | Valerio Perna | João Paulo Davim\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eComputers \/ Artificial Intelligence \/ General\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\u003cdiv\u003eThis book examines the use of artificial intelligence in design and digital prototyping across different scales, from products and objects to buildings and urban environments. It reviews current AI models applied in design, discusses the use of generative approaches such as diffusion models and GANs, and considers the role of platforms and ecosystems in supporting these processes. Drawing on examples across small, medium, and large scales, it outlines a methodological framework that connects AI-based generation with digital prototyping, offering a structured overview for researchers and practitioners interested in computational design.\u003c\/div\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003cp\u003e\u003cspan data-olk-copy-source=\"MessageBody\"\u003ePanagiotis Kyratsis is a Professor at the University of Western Macedonia, Greece. His research interests include computational design, artificial intelligence, CAD\/CAM\/CAE, and advanced manufacturing.\u003c\/span\u003e\u003c\/p\u003e\r\n\u003cp\u003eValerio Perna is Associate Professor of Architectural Design at EPOKA University, Tirana (Albania). His research focuses on design theory, computational methods, and artificial intelligence in architecture.\u003c\/p\u003e\r\n\u003cp\u003eJoão Paulo Davim is a Full Professor at the University of Aveiro, Portugal. He is the Series Editor of Manufacturing and Surface Engineering Springer book series.\u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e23 September 2026\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eSpringer Nature Switzerland\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eSpringer\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9783032351432\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003ePaperback softback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Springer Nature Switzerland","offers":[{"title":"Default Title","offer_id":51323031453836,"sku":"9783032351432","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783032351432.jpg?v=1783547528","url":"https:\/\/lateknightbooks.com\/products\/9783032351432","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}