AI Models for Design and Digital Prototyping
暫譯: 設計與數位原型的 AI 模型

Kyratsis, Panagiotis, Perna, Valerio, Davim, João Paulo

AI Models for Design and Digital Prototyping
  • 出版商: Springer
  • 出版日期: 2026-08-15
  • 售價: $2,480
  • 貴賓價: 9.5 折 $2,356
  • 語言: 英文
  • 頁數: 122
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 303235143X
  • ISBN-13: 9783032351432
  • 相關分類: GAN 生成對抗網絡

    • 海外代購書籍(需單獨結帳)

商品描述

This 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.

商品描述(中文翻譯)

本書探討人工智慧在設計和數位原型製作中的應用，涵蓋從產品和物件到建築和城市環境的不同規模。它回顧了目前應用於設計的人工智慧模型，討論了生成方法的使用，例如擴散模型（diffusion models）和生成對抗網路（GANs），並考慮平台和生態系統在支持這些過程中的角色。通過小型、中型和大型範例，本書概述了一個方法論框架，將基於人工智慧的生成與數位原型製作相連接，為對計算設計感興趣的研究者和實務工作者提供結構化的概覽。

作者簡介

Panagiotis 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.

Valerio 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.

João 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.

作者簡介(中文翻譯)

Panagiotis Kyratsis 是希臘西馬其頓大學的教授。他的研究興趣包括計算設計、人工智慧、CAD/CAM/CAE 以及先進製造。

Valerio Perna 是阿爾巴尼亞的 EPOKA 大學建築設計副教授。他的研究專注於設計理論、計算方法以及建築中的人工智慧。

João Paulo Davim 是葡萄牙阿維羅大學的全職教授。他是 Springer 出版社製造與表面工程系列書籍的系列編輯。

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