Shape-finding in Biophilic Architecture: Application of AI-based Tool

Author:

Viliunas Gediminas1,Grazuleviciute-Vileniske Indre1

Affiliation:

1. Kaunas University of Technology , Kaunas , Lithuania

Abstract

Abstract The emerging application of AI-based tools in creative practices encourages analysing how these tools could be integrated into ecological architectural design. This research was aimed at identifying the possibilities of applying AI-based tools and approaches for shape-finding in the field of biophilic architectural design. The research encompasses review and analysis of literature, the experiment of shape-finding using AI-based tool VQGAN+CLIP, and the evaluation of generated images according to the system of biophilic design criteria adapted for the purpose of image evaluation. The experiment of shape finding demonstrated that the use of keywords describing the characteristics of natural systems and the VQGAN+CLIP code allow generating unexpected, interesting forms which correspond to some biophilic characteristics. Such forms can be the start of a further creative search for the architect.

Publisher

Walter de Gruyter GmbH

Subject

Nature and Landscape Conservation,Urban Studies,History,Architecture,Geography, Planning and Development,Conservation

Reference27 articles.

1. 1. Zylinska, J. AI art: machine visions and warped dreams. London: Open Humanities Press, 2020. 178 p.

2. 2. Wilson, E. O. Naturalist. Washington, D.C.: Shearwater Books, 1994. 380 p.

3. 3. Krčmářová, J. E.O. Wilson’s concept of biophilia and the environmental movement in the USA. Klaudyán: Internet J Histor Geogr Environ History, 2009, vol. 6, no. 1–2, pp. 4–17.

4. 4. Chang, C.-c., Cheng, G. J. Y., Nghiem, T. P.L., Song, X. P., Oh, R. R. Y., Richards, D. R., Carrasco, L. R. Social media, nature, and life satisfaction: global evidence of the biophilia hypothesis. Scientific Reports, vol. 10, no. 1, 2020, pp. 1–8. https://doi.org/10.1038/s41598-020-60902-w

5. 5. Hung, S.-H., Chang, C.-Y. U sing A I t o E xtract Biophilic Design Elements and Predict Health Benefits and Tradition Environmental Qi. The University of Auckland Conference contribution 2021. https://doi.org/10.17608/k6.auckland.13578209.v2

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3