| id |
caadria2023_12 |
| authors |
Kim, Dongyun, Lee, Lloyd Sukgyo and Kim, Hanjun |
| year |
2023 |
| title |
Elemental Sabotage: Diffusing Functional Morphologies |
| source |
Immanuel Koh, Dagmar Reinhardt, Mohammed Makki, Mona Khakhar, Nic Bao (eds.), HUMAN-CENTRIC - Proceedings of the 28th CAADRIA Conference, Ahmedabad, 18-24 March 2023, pp. 29–38 |
| doi |
https://doi.org/10.52842/conf.caadria.2023.1.029
|
| summary |
What modernism has failed discuss is the sheer diversity of forms that can come with a singular function. Their order led to the systematisation of standardised architectural elements that are now widely used around the world. However, functions of architecture have manifested into a multitude of forms across different cultures. For instance, the roof of the Korean traditional architectural type, Hanok, can be easily differentiated from the Victorian gable roof. The function-form relationship in architecture has long been investigated, but there is a lack of objective tool or technique that directly contributes to categorisation or diversification of existing architectural forms. With the advent of novel Machine Learning techniques, especially Generative Adversarial Networks (GANs), architectural forms can now be traced with objective methodologies such as a probabilistic-based model. This paper seeks to increase architectural diversity, borrowing the objectivity of state-of-the-art machine learning techniques in three dimensions such as 3D GAN. |
| keywords |
Generative Adversarial Networks, 3D GAN, Morphology, Semiology, Form-finding |
| series |
CAADRIA |
| email |
|
| full text |
 file.pdf (2,410,103 bytes) |
| references |
Content-type: text/plain
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| last changed |
2023/06/15 23:14 |
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