Pub Date : 2023-08-07DOI: 10.1007/s44223-023-00034-z
Shiqiao Li
While algorithms have become lifelike in their capability to generate original information with large data sets and processing power, they depart from life in their parallel production of misinformation and entropic acceleration. Cell evolution on earth over billions of years has to some extent prophesied the most effective evolutionary paths of digital technology: generating original information from normalization of large number of atoms and random variation through genetic mixing in prokaryotic and eukaryotic cells. Yet, cell evolution seems to operate according to the second law of thermodynamics in which entropy defines life processes. Algorithms have so far not responded to the subversion of life through misinformation and entropic acceleration. If we were to reverse misinformation and entropic acceleration, algorithms must return to life to merge the underlying principles of life on earth with the production of original information. Biology must take precedence over mathematics in our twenty-first century metaphysical formulations and materials production.
{"title":"Misinformation and entropic acceleration: algorithms’ departure from life","authors":"Shiqiao Li","doi":"10.1007/s44223-023-00034-z","DOIUrl":"10.1007/s44223-023-00034-z","url":null,"abstract":"<div><p>While algorithms have become lifelike in their capability to generate original information with large data sets and processing power, they depart from life in their parallel production of misinformation and entropic acceleration. Cell evolution on earth over billions of years has to some extent prophesied the most effective evolutionary paths of digital technology: generating original information from normalization of large number of atoms and random variation through genetic mixing in prokaryotic and eukaryotic cells. Yet, cell evolution seems to operate according to the second law of thermodynamics in which entropy defines life processes. Algorithms have so far not responded to the subversion of life through misinformation and entropic acceleration. If we were to reverse misinformation and entropic acceleration, algorithms must return to life to merge the underlying principles of life on earth with the production of original information. Biology must take precedence over mathematics in our twenty-first century metaphysical formulations and materials production.</p></div>","PeriodicalId":72270,"journal":{"name":"Architectural intelligence","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s44223-023-00034-z.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43570785","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-29DOI: 10.1007/s44223-023-00032-1
Shuyi Huang, Weiguo Xu, Hanyang Hu
3D concrete printing (3DCP) technology is a construction method that offers a unique combination of automation and customization. However, when the printing area goes large, generating the print path becomes a sophisticated work. That’s because the customized print path should not only be expandable but also printable, such rules are hard to follow as both the printing area and construction requirements increase. In this paper, the Shenzhen Baoan 3D Printing Park project serves as a case study to introduce space-filling and print path generation methods for three types of large-area concrete pavement. The space-filling methods utilize geometry-based rules to generate complex and expandable paving patterns, while the print path generation methods utilize construction-oriented rules to convert these patterns into print paths. The research provides easy-to-operate design and programming workflows to achieve a pavement printing area of 836 sqm, which significantly increases the construction scale of large-format additive manufacturing (LFAM) and shows the potential of 3D printing technology to reach non-standard results by using standard workflows.
{"title":"Space-filling and print path generation methods for large-area 3D concrete printing pavements","authors":"Shuyi Huang, Weiguo Xu, Hanyang Hu","doi":"10.1007/s44223-023-00032-1","DOIUrl":"10.1007/s44223-023-00032-1","url":null,"abstract":"<div><p>3D concrete printing (3DCP) technology is a construction method that offers a unique combination of automation and customization. However, when the printing area goes large, generating the print path becomes a sophisticated work. That’s because the customized print path should not only be expandable but also printable, such rules are hard to follow as both the printing area and construction requirements increase. In this paper, the Shenzhen Baoan 3D Printing Park project serves as a case study to introduce space-filling and print path generation methods for three types of large-area concrete pavement. The space-filling methods utilize geometry-based rules to generate complex and expandable paving patterns, while the print path generation methods utilize construction-oriented rules to convert these patterns into print paths. The research provides easy-to-operate design and programming workflows to achieve a pavement printing area of 836 sqm, which significantly increases the construction scale of large-format additive manufacturing (LFAM) and shows the potential of 3D printing technology to reach non-standard results by using standard workflows.</p></div>","PeriodicalId":72270,"journal":{"name":"Architectural intelligence","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s44223-023-00032-1.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42273540","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-12DOI: 10.1007/s44223-023-00030-3
Kate Heywood, Paul Nicholas
This paper aims to identify the current status of research in 3D concrete printing (3DCP), locate the sustainability considerations relevant to these trajectories, and to identify a gap in knowledge and future research challenge regarding the sustainability of 3DCP. To categorize the broad range of research topics within 3DCP, the paper introduces an assessment framework that subdivides this field into three sub-fields: material science, computational design, and structure and performance. Common sustainability considerations are identified for each of these sub-fields. As a result of this analysis, a lack of critical assessments on claims about the sustainability and environmental impacts of 3DCP is identified.
Our survey of literature, and its analysis via this framework, finds that whilst certain sustainability aspects are highlighted, other measures and considerations are skimmed over, or omitted. It is found that whilst material optimization and the ability to create formwork-free, complex forms is noted as a main argument for the implementation of 3DCP, this claim is largely unsupported by reference or reported outcomes, and the environmental impacts are often only briefly discussed. There is a clear need for a holistic view on the sustainability issues which surround 3DCP.
This paper further highlights the lack of comprehensive assessment tools and metrics for measuring the environmental impact of 3DCP and concludes that further research must be done to develop these tools, to allow architects to integrate 3DCP into sustainability-oriented design workflows. Our paper concludes that the development of these tools will lead to a more comprehensive understanding on the environmental sustainability of 3DCP, allowing research resources to be focused within each field to ensure 3DCP continues to develop in a sustainable way.
{"title":"Sustainability and 3D concrete printing: identifying a need for a more holistic approach to assessing environmental impacts","authors":"Kate Heywood, Paul Nicholas","doi":"10.1007/s44223-023-00030-3","DOIUrl":"10.1007/s44223-023-00030-3","url":null,"abstract":"<div><p>This paper aims to identify the current status of research in 3D concrete printing (3DCP), locate the sustainability considerations relevant to these trajectories, and to identify a gap in knowledge and future research challenge regarding the sustainability of 3DCP. To categorize the broad range of research topics within 3DCP, the paper introduces an assessment framework that subdivides this field into three sub-fields: material science, computational design, and structure and performance. Common sustainability considerations are identified for each of these sub-fields. As a result of this analysis, a lack of critical assessments on claims about the sustainability and environmental impacts of 3DCP is identified.</p><p>Our survey of literature, and its analysis via this framework, finds that whilst certain sustainability aspects are highlighted, other measures and considerations are skimmed over, or omitted. It is found that whilst material optimization and the ability to create formwork-free, complex forms is noted as a main argument for the implementation of 3DCP, this claim is largely unsupported by reference or reported outcomes, and the environmental impacts are often only briefly discussed. There is a clear need for a holistic view on the sustainability issues which surround 3DCP.</p><p>This paper further highlights the lack of comprehensive assessment tools and metrics for measuring the environmental impact of 3DCP and concludes that further research must be done to develop these tools, to allow architects to integrate 3DCP into sustainability-oriented design workflows. Our paper concludes that the development of these tools will lead to a more comprehensive understanding on the environmental sustainability of 3DCP, allowing research resources to be focused within each field to ensure 3DCP continues to develop in a sustainable way.</p></div>","PeriodicalId":72270,"journal":{"name":"Architectural intelligence","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s44223-023-00030-3.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47663858","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-04-25DOI: 10.1007/s44223-023-00028-x
Cheng Bi Duan, Su Yi Shen, Ding Wen Bao, Xin Yan
Tou-Kung, which is pronounced in Chinese and known as Bracket Set (Liang & Fairbank, A pictorial history of Chinese architecture, 1984), is a vital support component in the Chinese traditional wooden tectonic systems. It is located between the column and the beam and connects the eave and pillar, making the heavy roof extend out of the eaves longer. The development of Tou-Kung is entirely a microcosm of the development of ancient Chinese architecture; the aesthetic structure and Asian artistic temperament behind Tou-Kung make it gradually become the cultural and spiritual symbol of traditional Chinese architecture. In the contemporary era, inheriting and developing Tou-Kung has become an essential issue. Several architects have attempted to employ new materials and techniques to integrate the traditional Tou-Kung into modern architectural systems, such as the China Pavilion at the 2010 World Expo and Yusuhara Wooden Bridge Museum. This paper introduces the topological optimisation method bi-directional evolutionary structural optimisation (BESO) for form-finding. BESO method is one of the most popular topology optimisation methods widely employed in civil engineering and architecture. Through analyzing the development trend of Tou-Kung and mechanical structure, the authors integrate 2D and 3D optimisation methods and apply the hybrid methods to form-finding. Meanwhile, mortise and tenon joint used to create stable connections with components of Tou-Kung are retained. This research aims to design a new Tou-Kung corresponding to “structural performance-based aesthetics”. The workflow proposed in this paper is valuable for Architrave and other traditional building components.
头拱(Tou-Kung)在汉语中发音为 "托架"(Liang & Fairbank, A pictorial history of Chinese architecture, 1984),是中国传统木结构体系中的重要支撑部件。它位于柱与梁之间,连接着檐与柱,使厚重的屋顶从屋檐中伸出更长的时间。头拱的发展完全是中国古代建筑发展的一个缩影,头拱背后的美学结构和亚洲艺术气质使其逐渐成为中国传统建筑的文化和精神象征。在当代,继承和发展 "头宫 "已成为一个至关重要的问题。一些建筑师尝试采用新材料和新技术,将传统的 "头拱 "融入现代建筑体系,如 2010 年世博会中国馆和汤原木桥博物馆。本文介绍了拓扑优化方法--双向进化结构优化法(BESO),用于寻找形体。BESO 方法是土木工程和建筑领域最常用的拓扑优化方法之一。作者通过分析榫卯结构和机械结构的发展趋势,整合了二维和三维优化方法,并将混合方法应用于找形。同时,保留了榫卯结构与 "沓宫 "构件的稳定连接。这项研究旨在设计一种符合 "基于结构性能的美学 "的新型榫卯结构。本文提出的工作流程对建筑幕墙和其他传统建筑构件很有价值。
{"title":"Innovative design solutions for contemporary Tou-Kung based on topological optimisation","authors":"Cheng Bi Duan, Su Yi Shen, Ding Wen Bao, Xin Yan","doi":"10.1007/s44223-023-00028-x","DOIUrl":"10.1007/s44223-023-00028-x","url":null,"abstract":"<div><p>Tou-Kung, which is pronounced in Chinese and known as Bracket Set (Liang & Fairbank, A pictorial history of Chinese architecture, 1984), is a vital support component in the Chinese traditional wooden tectonic systems. It is located between the column and the beam and connects the eave and pillar, making the heavy roof extend out of the eaves longer. The development of Tou-Kung is entirely a microcosm of the development of ancient Chinese architecture; the aesthetic structure and Asian artistic temperament behind Tou-Kung make it gradually become the cultural and spiritual symbol of traditional Chinese architecture. In the contemporary era, inheriting and developing Tou-Kung has become an essential issue. Several architects have attempted to employ new materials and techniques to integrate the traditional Tou-Kung into modern architectural systems, such as the China Pavilion at the 2010 World Expo and Yusuhara Wooden Bridge Museum. This paper introduces the topological optimisation method bi-directional evolutionary structural optimisation (BESO) for form-finding. BESO method is one of the most popular topology optimisation methods widely employed in civil engineering and architecture. Through analyzing the development trend of Tou-Kung and mechanical structure, the authors integrate 2D and 3D optimisation methods and apply the hybrid methods to form-finding. Meanwhile, mortise and tenon joint used to create stable connections with components of Tou-Kung are retained. This research aims to design a new Tou-Kung corresponding to “structural performance-based aesthetics”. The workflow proposed in this paper is valuable for Architrave and other traditional building components.</p></div>","PeriodicalId":72270,"journal":{"name":"Architectural intelligence","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s44223-023-00028-x.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46973730","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-04-24DOI: 10.1007/s44223-023-00027-y
Mirko Daneluzzo, Andrea Macruz, Hind Tawakul, Mona Al Hashimi
The paper changes the focus of the design debate from a human-centered design methodology to a posthuman design that takes both human and nonhuman agents into account. It examines how designers might use a multispecies perspective to produce projects with distinguished intelligence and performance. To illustrate this, we describe a project of structures for plants that started on a course in an academic setting. The project methodology begins with “Thing Ethnography”, investigating the movement of a water bottle inside a house and its interaction with other objects. The correlation between water and plants was decided to be further expanded, considering how water might enhance the environmental humidity and create a cooler microclimate for indoor plants. According to their effectiveness, 3D-printed biomimetic structures were designed and manufactured as water droplet supports considering different materials, and positioned in various configurations around a plant. Humidity levels and temperature of the structures were measured. As a result, this created a novel method for mass customization and working with plants. The paper discusses the resultant evidence-based design and the environmental values related to it.
{"title":"Multispecies design: 3D-printed biomimetic structures to enhance humidity levels","authors":"Mirko Daneluzzo, Andrea Macruz, Hind Tawakul, Mona Al Hashimi","doi":"10.1007/s44223-023-00027-y","DOIUrl":"10.1007/s44223-023-00027-y","url":null,"abstract":"<div><p>The paper changes the focus of the design debate from a human-centered design methodology to a posthuman design that takes both human and nonhuman agents into account. It examines how designers might use a multispecies perspective to produce projects with distinguished intelligence and performance. To illustrate this, we describe a project of structures for plants that started on a course in an academic setting. The project methodology begins with “Thing Ethnography”, investigating the movement of a water bottle inside a house and its interaction with other objects. The correlation between water and plants was decided to be further expanded, considering how water might enhance the environmental humidity and create a cooler microclimate for indoor plants. According to their effectiveness, 3D-printed biomimetic structures were designed and manufactured as water droplet supports considering different materials, and positioned in various configurations around a plant. Humidity levels and temperature of the structures were measured. As a result, this created a novel method for mass customization and working with plants. The paper discusses the resultant evidence-based design and the environmental values related to it.</p></div>","PeriodicalId":72270,"journal":{"name":"Architectural intelligence","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s44223-023-00027-y.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47776175","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-28DOI: 10.1007/s44223-023-00026-z
Alexandros A. Lavdas, Michael W. Mehaffy, Nikos A. Salingaros
As the tech world moves increasingly toward an AI-generated virtual universe — the so-called “metaverse” — new paradigms define the impacts of this technology on its human users. AI and VR, like the Internet before them, offer both remarkable opportunities and pitfalls. Virtual Reality constitutes a new kind of human environment, and experiencing it relies upon human neurological mechanisms evolved to negotiate — and survive in — our ancestral physical environments. Despite the unrestricted freedom of designing the virtual universe, interacting with it is affected strongly by the body’s built-in physiological and psychological constraints. The eventual success of the metaverse will be determined by how successfully its designers manage to accommodate unconscious mechanisms of emotional attachment and wellbeing. Some fundamental misunderstandings coming from antiquated design models have influenced virtual environmental structures. It is likely that those design decisions may be handicapping the metaverse’s ultimate appeal and utility.
{"title":"AI, the beauty of places, and the metaverse: beyond “geometrical fundamentalism”","authors":"Alexandros A. Lavdas, Michael W. Mehaffy, Nikos A. Salingaros","doi":"10.1007/s44223-023-00026-z","DOIUrl":"10.1007/s44223-023-00026-z","url":null,"abstract":"<div><p>As the tech world moves increasingly toward an AI-generated virtual universe — the so-called “metaverse” — new paradigms define the impacts of this technology on its human users. AI and VR, like the Internet before them, offer both remarkable opportunities and pitfalls. Virtual Reality constitutes a new kind of human environment, and experiencing it relies upon human neurological mechanisms evolved to negotiate — and survive in — our ancestral physical environments. Despite the unrestricted freedom of designing the virtual universe, interacting with it is affected strongly by the body’s built-in physiological and psychological constraints. The eventual success of the metaverse will be determined by how successfully its designers manage to accommodate unconscious mechanisms of emotional attachment and wellbeing. Some fundamental misunderstandings coming from antiquated design models have influenced virtual environmental structures. It is likely that those design decisions may be handicapping the metaverse’s ultimate appeal and utility.</p></div>","PeriodicalId":72270,"journal":{"name":"Architectural intelligence","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s44223-023-00026-z.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47428885","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-21DOI: 10.1007/s44223-023-00024-1
Immanuel Koh
{"title":"Architectural sampling: three possible preconditions for machine learning architectural forms","authors":"Immanuel Koh","doi":"10.1007/s44223-023-00024-1","DOIUrl":"10.1007/s44223-023-00024-1","url":null,"abstract":"","PeriodicalId":72270,"journal":{"name":"Architectural intelligence","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s44223-023-00024-1.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44250760","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-20DOI: 10.1007/s44223-023-00025-0
Natalie Alima
Situated in the field of architectural biodesign, InterspeciesForms explores a closer relationship between the fungus Pleurotus ostreatus and the designer in the creation of form. The intention of hybridizing mycelia’s agency of growth with architectural design aesthetic, is to generate novel, non- indexical crossbred designed outcomes. The purpose of this research to advance architecture's existing relationship with the biological and evolve preconceived notions of form. In order to establish a direct dialogue between architectural and mycelia agencies, robotic feedback systems are implemented to extract data from the physical realm and feed it into the digital. Initiating this cyclic feedback system, mycelia growth is scanned in order to computationally visualize its entangled network and agency of growth. Utilizing mycelia’s physical data as impute, the architect then embeds design intention into this process through customized algorithms based on the logic of stigmergy. In order to bring this cross-bred computational outcome back into the physical realm, form is 3D printed with a customized mixture of mycelium and agricultural waste. Once the geometry has been extruded, the robot patiently waits for the mycelia to grow and react to the organic 3D- printed compound. The architect then responds with a countermove, by scanning this new growth and continuing the cyclic feedback system between nature-machine and the architect. This procedure demonstrates form emerging in real time according to the co-creational design process and dynamic dialogue between architectural and mycelia agencies.
InterspeciesForms 位于建筑生物设计领域,探索了真菌 Pleurotus ostreatus 与设计师之间在创造形式方面的密切关系。将菌丝体的生长机理与建筑设计美学杂交,旨在产生新颖、非指数化的杂交设计成果。这项研究的目的是推进建筑与生物的现有关系,并发展先入为主的形式概念。为了在建筑和菌丝机构之间建立直接对话,我们采用了机器人反馈系统,从物理领域提取数据,并将其输入数字领域。启动这个循环反馈系统,对菌丝体的生长进行扫描,以便通过计算将其纠缠的网络和生长机构可视化。建筑师利用菌丝体的物理数据作为推断,然后通过基于 Stigmergy 逻辑的定制算法,将设计意图嵌入这一过程。为了将这种杂交育种的计算结果带回物理领域,建筑师使用菌丝体和农业废弃物的定制混合物进行 3D 打印。一旦挤出几何形状,机器人就会耐心等待菌丝生长并对有机 3D 打印复合物做出反应。然后,建筑师通过扫描新长出的菌丝做出反击,继续自然-机器-建筑师之间的循环反馈系统。这一过程展示了建筑师与菌丝体机构之间的共同设计过程和动态对话所产生的实时形式。
{"title":"InterspeciesForms the hybridization of architectural, biological and robotic agencies","authors":"Natalie Alima","doi":"10.1007/s44223-023-00025-0","DOIUrl":"10.1007/s44223-023-00025-0","url":null,"abstract":"<div><p>Situated in the field of architectural biodesign, InterspeciesForms explores a closer relationship between the fungus Pleurotus ostreatus and the designer in the creation of form. The intention of hybridizing mycelia’s agency of growth with architectural design aesthetic, is to generate novel, non- indexical crossbred designed outcomes. The purpose of this research to advance architecture's existing relationship with the biological and evolve preconceived notions of form. In order to establish a direct dialogue between architectural and mycelia agencies, robotic feedback systems are implemented to extract data from the physical realm and feed it into the digital. Initiating this cyclic feedback system, mycelia growth is scanned in order to computationally visualize its entangled network and agency of growth. Utilizing mycelia’s physical data as impute, the architect then embeds design intention into this process through customized algorithms based on the logic of stigmergy. In order to bring this cross-bred computational outcome back into the physical realm, form is 3D printed with a customized mixture of mycelium and agricultural waste. Once the geometry has been extruded, the robot patiently waits for the mycelia to grow and react to the organic 3D- printed compound. The architect then responds with a countermove, by scanning this new growth and continuing the cyclic feedback system between nature-machine and the architect. This procedure demonstrates form emerging in real time according to the co-creational design process and dynamic dialogue between architectural and mycelia agencies.</p></div>","PeriodicalId":72270,"journal":{"name":"Architectural intelligence","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10025776/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9192510","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-02-23DOI: 10.1007/s44223-023-00023-2
Qiaoming Deng, Xiaofeng Li, Yubo Liu, Kai Hu
Under the influence of globalization, the transformation of traditional architectural space is vital to the growth of local architecture. As an important spatial element of traditional gardens, Taihu stone has the image qualities of being “thin, wrinkled, leaky and transparent” The “transparency” and “ leaky” of Taihu stone reflect the connectivity and irregularity of Taihu stone’s holes, which are consistent with the contemporary architectural design concepts of fluid space and transparency. Nonetheless, relatively few theoretical studies have been conducted on the spatial analysis and design transformation of Taihu stone. Using machine learning, we attempt to extract the three-dimensional spatial variation pattern of Taihu stone in this paper. This study extracts 3D spatial features for experiments using artificial neural networks (ANN) and generative adversarial networks (GAN). In order to extract 3D spatial variation patterns, the machine learning model learns the variation patterns between adjacent sections. The trained machine learning model is capable of generating a series of spatial sections with the spatial variation pattern of the Taihu stone. The purpose of the experimental results is to compare the performance of various machine learning models for 3D space learning in order to identify a model with superior performance. This paper also presents a novel concept for machine learning to master continuous 3D spatial features.
{"title":"Exploration of three-dimensional spatial learning approach based on machine learning–taking Taihu stone as an example","authors":"Qiaoming Deng, Xiaofeng Li, Yubo Liu, Kai Hu","doi":"10.1007/s44223-023-00023-2","DOIUrl":"10.1007/s44223-023-00023-2","url":null,"abstract":"<div><p>Under the influence of globalization, the transformation of traditional architectural space is vital to the growth of local architecture. As an important spatial element of traditional gardens, Taihu stone has the image qualities of being “thin, wrinkled, leaky and transparent” The “transparency” and “ leaky” of Taihu stone reflect the connectivity and irregularity of Taihu stone’s holes, which are consistent with the contemporary architectural design concepts of fluid space and transparency. Nonetheless, relatively few theoretical studies have been conducted on the spatial analysis and design transformation of Taihu stone. Using machine learning, we attempt to extract the three-dimensional spatial variation pattern of Taihu stone in this paper. This study extracts 3D spatial features for experiments using artificial neural networks (ANN) and generative adversarial networks (GAN). In order to extract 3D spatial variation patterns, the machine learning model learns the variation patterns between adjacent sections. The trained machine learning model is capable of generating a series of spatial sections with the spatial variation pattern of the Taihu stone. The purpose of the experimental results is to compare the performance of various machine learning models for 3D space learning in order to identify a model with superior performance. This paper also presents a novel concept for machine learning to master continuous 3D spatial features.</p></div>","PeriodicalId":72270,"journal":{"name":"Architectural intelligence","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s44223-023-00023-2.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42216127","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}