通过与生成式人工智能的建设性对话培养工程设计的创造力

IF 7.9 2区 综合性期刊 Q1 CHEMISTRY, MULTIDISCIPLINARY
William Solórzano Requejo, Francisco Franco Martínez, Carlos Aguilar Vega, Rodrigo Zapata Martínez, Adrián Martínez Cendrero, Andrés Díaz Lantada
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引用次数: 0

摘要

人工智能(AI)正在逐步重塑研究人员设计和研究高度复杂系统的方式。从这一角度出发,我们介绍了一种工程设计方法,旨在通过 "与生成式人工智能进行建设性对话 "来培养创造力,并通过一系列有条不紊的案例研究来展示其潜力。这种促进创造力的方法从网格、超材料和建筑材料的计算机辅助设计(CAD)模型开始,通过聊天将这些模型作为初始输入提供给生成式人工智能。然后,对话开始,研究人员要求生成式人工智能修改所提供的 CAD 模型图像,加入新元素,将其置于准现实环境中,或将所提供的设计调整为新产品的结构。为了说明这种方法,我们提供了一系列精选的案例研究,这些案例研究通过建设性对话实现了高度创新的设计,在组织工程支架和建筑结构、生物混合材料和产品设计以及创新结构和医疗设备之间架起了桥梁。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Fostering creativity in engineering design through constructive dialogues with generative artificial intelligence

Fostering creativity in engineering design through constructive dialogues with generative artificial intelligence

Artificial intelligence (AI) is progressively reshaping the way that researchers design and study highly complex systems. In this perspective, we introduce an engineering design methodology aimed at fostering creativity through “constructive dialogues with a generative AI” and exemplify its potential through a set of methodically developed case studies. This creativity promotion approach starts with computer-aided design (CAD) models of lattices, metamaterials, and architected materials, which are provided as initial inputs to a generative AI through a chat. Then, the conversation starts with researchers asking the generative AI to modify the provided CAD model images by incorporating new elements, placing them in quasi-real-life environments, or adapting the provided designs to the structures of new products. To illustrate the methodology, a varied set of selected case studies of constructive dialogues leading to highly innovative designs are provided, bridging the gap between tissue engineering scaffolds and building architectures, biohybrid materials and product design, and innovative structures and medical devices, to cite a few.

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来源期刊
Cell Reports Physical Science
Cell Reports Physical Science Energy-Energy (all)
CiteScore
11.40
自引率
2.20%
发文量
388
审稿时长
62 days
期刊介绍: Cell Reports Physical Science, a premium open-access journal from Cell Press, features high-quality, cutting-edge research spanning the physical sciences. It serves as an open forum fostering collaboration among physical scientists while championing open science principles. Published works must signify significant advancements in fundamental insight or technological applications within fields such as chemistry, physics, materials science, energy science, engineering, and related interdisciplinary studies. In addition to longer articles, the journal considers impactful short-form reports and short reviews covering recent literature in emerging fields. Continually adapting to the evolving open science landscape, the journal reviews its policies to align with community consensus and best practices.
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