Dezembro 2021 vol. 9 num. 6 - XXV International Conference of the Iberoamerican Society of Digital Graphics
Full Article - Open Access.
AI In+form: Intelligence and Aggregation for Solar Designs in the Built Environment
AI In+form: Intelligence and Aggregation for Solar Designs in the Built Environment
Ng, Provides ; Fernandez, Alberto ; Doria, David ; Odaibat, Baha ; Karastathi, Nikoletta ;
Full Article:
Designers are increasingly challenged by a constant change of context and the interaction of layers of data from a huge variety of sources, from natural-artificial to human-machine. This research aims at mapping the interrelations of energy problems, bio- and artificial intelligence, and human-machine interaction to reflect and rethink the future of solar design. This paper first discusses its theoretical approach that stands at the convergence of light-harvesting systems, their aggregation and intelligence. Afterwhich, this paper explores their translation into iterative processes between designer and artificial intelligences, which is defined as rule/agent-based and machine learning systems; in particular, the relationship between Cellular Automata, Genetic Algorithm, and Generative Adversarial Networks (GANs) is discussed. Finally, it introduces a design project [email protected]_ - showing the proposed combinatorial pipeline and some preliminary results.
Full Article:
Designers are increasingly challenged by a constant change of context and the interaction of layers of data from a huge variety of sources, from natural-artificial to human-machine. This research aims at mapping the interrelations of energy problems, bio- and artificial intelligence, and human-machine interaction to reflect and rethink the future of solar design. This paper first discusses its theoretical approach that stands at the convergence of light-harvesting systems, their aggregation and intelligence. Afterwhich, this paper explores their translation into iterative processes between designer and artificial intelligences, which is defined as rule/agent-based and machine learning systems; in particular, the relationship between Cellular Automata, Genetic Algorithm, and Generative Adversarial Networks (GANs) is discussed. Finally, it introduces a design project [email protected]_ - showing the proposed combinatorial pipeline and some preliminary results.
Palavras-chave: artificial intelligence; bio-inspired form-finding; solar design; Cellular Automata Aggregation; human-machine interaction,
Palavras-chave: artificial intelligence; bio-inspired form-finding; solar design; Cellular Automata Aggregation; human-machine interaction,
DOI: 10.5151/sigradi2021-5
Referências bibliográficas
- [1] .
Como citar:
Ng, Provides; Fernandez, Alberto; Doria, David; Odaibat, Baha; Karastathi, Nikoletta; "AI In+form: Intelligence and Aggregation for Solar Designs in the Built Environment", p. 203-216 . In: XXV International Conference of the Iberoamerican Society of Digital Graphics.
São Paulo: Blucher,
2021.
ISSN 2318-6968,
ISBN: 978-65-5550-232-9
DOI 10.5151/sigradi2021-5
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