DEEPRISE, the Grand Prize from Digital Architecture 2021 One of Jinmo's recent project, DEEPRISE, won the international competition to Digital Architecture (DA 2021) hosted by Architectural Institute of Korea (AIK) and Korea Ministry of Land, Infrastructure and Transport. DEEPRISE is the prototype of massing a high-rise building form using a deep learning (DL) model. The research team collected data comprehending diverse forms of high-rise building from major cities in the world to train a generative DL model (IntroVAE) to capture morphological features. After clustering the features, they can distinguish types of high-rise buildings and use that information to generate novel high-rise building forms. This research demonstrates that generative DL models can uncover the latent types of architectural form in large datasets and can expand the typological interpretation of complex architectural forms. Besides, we demonstrate the potential of the proposed DL method for building massing design by developing a proposal of a high-rise building form based on three techniques: exploration, synthesis, and interpolation. The details about the DEEPRISE can be found here.
Architectural Deisgn Human Resource Development Project Jinmo Rhee's research proposal about AI for Urban Architecture is selected as the grant program of the Architectural Deisgn Human Resource Development Project 2020, which is promoted by the Korean Ministry of Land, Infrastructure, and Transport and KAIA (Korea Agency for Infrastructure Technology Advancement). Through this project, they plan to support the cost of architectural research in overseas institutes. In this research, Jinmo will explore the social values of architectural AI in urban scale for a year by collecting the urban space data, processing them into the AI-recongnizable format, and developing the model to train the data.
Young CAADRIA Award 2020Jinmo Rhee for receiving the 2020 Young CAADRIA Award for his promising research exploring Artificial Intelligence and Machine Learning techniques in architecture. Young CAADRIA Awards are funded by The Association for Computer-Aided Architectural Design Research in Asia (CAADRIA), and given by a committee consisting jointly of CAADRIA, the Paper Selection Committee, and the Conference Host. The winner is decided after the acceptance of papers. Awards are applied to conference registration fees. Due to COVID-19, this year’s 25th International Conference of the Association for Computer-Aided Architectural Design Research in Asia will be held as a virtual conference from August 5-8, 2020. Click here
to see more details about his work.
Book Architectural A.I. is PublishedThis is a book about architectural design and artificial intelligence technology in korean. The book provides opportunity to imagine how artificial intelligence technology and architectural design can meet and be integrated through several experiments. Prior to the experiments, this book look back at how computers and artificial intelligence technology were introduced into architectural design and how the artificial intelligence technology that we know today has started and developed with designers. Based on this, this book examines actual experiments in which artificial intelligence technology is applied in urban and architectural scales. Each experiment reveals that AI technology can serve as a supportive tool and passive companion to help designers, not clichés who threaten the future of humanity seen in Hollywood movies, explore ... Click here
to see more details about the book.
2020 GuSH Research Grants from CMUJinmo Rhee has received 2020 Graduate Small Project Help (GuSH) Research Grants from Carnegie Mellon University.GuSH Research grants provide small grants to graduate students for forwarding their research at Carnegie Mellon University. The Digital Media Series (DMS)' first book, 'Rhinoceros', was successfully published thanks to GuSH Grant in 2018, and in 2020 Jinmo Rhee won the 2020 GuSH Grant as the project to publish the second book, 'Grasshopper', of the same series. The Second book of Digital Media Series will be released in summer 2020.
Grasshopper, the second book of Digital Media Series is releasedDue to continuous GuSH funds, Digital Media Series project is arrived the second destination, Grasshopper, and on smooth sailing to third destination, GH Python. Digital Media Series is a project to publish digital and physical materials of digital media courses in school of architecture. Grasshopper, one of this series can be published through Amazon.
Click here to see more details about this project.
The Grand Prize from Digital Architecture and Best Paper PrizeJinmo Rhee has won the international competition to Digital Architecture (DA 2019) hosted by Architectural Institute of Korea (AIK) and Korea Ministry of Land, Infrastructure and Transport. His work "MASSIGNER, Housing Design Tool based on Artificial Intelligence" is a prototype of Grasshopper Plug-in, searching an optimized volume responding to given two main variables: the building codes and voids options. This plug-in includes genetic algorithm (GA) to propose a proper volume with voides to given building codes. Not only suggesting a properly generated volume through optimization by GA, this plug-in also provide a simple layout of interior by minimizing the number of corner and creating optimized rectangular space.
This plug-in goes beyond just showing automation and is a good example of how AI can be linked and used in construction. The plug-in, which filters out unnecessary ones from a number of options and suggests the final output through specific options, illustrates the potential of the architecture with AI.
Recognized as a Project Focusing on Praticality that Integrates Architecture and AI AIK said "This year, all the entries will be printed on the panel and displayed at the Fall Conference of the Architectural Institute of Korea held at Chungnam National University...Overall submissions for 2019 not only actively utilize the latest technologies in the AEC / FM field, but also feature works that focus on their practical use...MASSIGNER, the winnig project in the field of digital application technology, stands out as a housing design program that uses one of artificial intelligence technology, genetic algorithm..."
Furthermore, this work was submitted to Annual Architectural Conference of AIK and won the Best Paper Prize: “A Study of Automation of Housing Design Method Using Artificial Intelligence: Optimal Space Exploration with Genetic Algorithm Based on Building Codes”. Click here to see more details about Massigner.22.Nov.2019
Korean Institute of Architects Convention and Exhibition 2019 Jinmo Rhee’s MSCD thesis “Context-rich Urban Analysis and Generation Using Artificial Intelligence: A Case Study in Pittsburgh, PA” was selected by the Korean Institute of Architects (KIA) for the special exhibition “Korean Student in the United States Special Exhibition 2019” in KIA Convection and Exhibition 2019 after winning a juried competition. With a focus on Pittsburgh’s urban fabric, Rhee’s MSCD thesis explores how computational methods may enable a new approach to analyzing a city’s morphology. In developing his thesis, Rhee worked with Carnegie Mellon School of Architecture professors Daniel Cardoso Llach, Ramesh Krishnamurti, Daragh Byrne, and Eddy Man Kim, and School of Design professor Molly Wright Steenson. His work reports on the analytical potential of machine learning methods for urban analysis. It documents a new method for data-driven urban analysis based on diagrammatic images describing each building in a city in relation to its immediate urban context. By statistically analyzing architectural and contextual features in this new dataset, the method can identify clusters of similar urban conditions and produce a detailed picture of a city’s morphological structure. Remapping the clusters from data to 2D space, our method enables a new kind of urban plan that displays gradients of urban similarity. Taking Pittsburgh as a case study we demonstrate this method, and propose “morphological types” as a new category of urban analysis describing a given city’s specific set of distinct morphological conditions. The paper concludes with a discussion of the implications of this method and its limitations, as well as its potentials for architecture, urban studies, and computation. Click here to see more details about this project.24.Oct.2019
2018 GuSH Research Grants from CMUJinmo Rhee has received 2018 Graduate Small Project Help (GuSH) Research Grants from Carnegie Mellon University.GuSH Research grants provide small grants to graduate students for forwarding their research at Carnegie Mellon University. Grants are provided by the Graduate Student Assembly (GSA) and the Provost's Office, and are managed by the Office of the Assistant Vice Provost for Graduate Education. GuSH grants are intended to be used against costs incurred in the completion of research required for a graduate degree at Carnegie Mellon. These funds are intended to be utilized by students whose personal or departmental resources have been exhausted.
Jinmo Rhee, "Computational Design Study Material Development: Introduction to Digital Media”
Rhinoceros, the first book of Digital Media Series is releasedDue to GuSH funds, Digital Media Series project was able to be initiated. Digital Media Series is a project to publish digital and physical materials of digital media courses in school of architecture. Rhinoceros, one of this series can be published through Amazon.
Click here to see more details about this project.24.Oct.2018