| id |
sigradi2021_5 |
| authors |
Ng, Provides, Fernandez, Alberto, Doria, David, Odaibat, Baha and Karastathi, Nikoletta |
| year |
2021 |
| title |
AI In+form: Intelligence and Aggregation for Solar Designs in the Built Environment |
| source |
Gomez, P and Braida, F (eds.), Designing Possibilities - Proceedings of the XXV International Conference of the Ibero-American Society of Digital Graphics (SIGraDi 2021), Online, 8 - 12 November 2021, pp. 203–215 |
| summary |
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 - @R.E.Ar_ - showing the proposed combinatorial pipeline and some preliminary results. |
| keywords |
artificial intelligence, bio-inspired, solar design, Aggregation, human-machine interaction |
| series |
SIGraDi |
| email |
|
| full text |
 file.pdf (791,285 bytes) |
| references |
Content-type: text/plain
|
Carpo, M. (2011)
 The alphabet and the algorithm
, Cambridge, MA: MIT Press
|
|
|
|
|
Carpo, M. (2017)
The second digital turn: Design beyond intelligence
, Cambridge, Mass: The MIT Press
|
|
|
|
|
Conway, J.H. (1971)
Regular algebra and finite machines
, Chapman and Hall Mathematics Series. London: Chapman & Hall. Zbl 0231.94041
|
|
|
|
|
Frazer, J.H. (1995)
An Evolutionary Architecture
, London: Architectural Association
|
|
|
|
|
Isola, P., Zhu, J. Y., Zhou, T., & Efros, A. A. (2017)
Image-to-image translation with conditional adversarial networks
, Proceedings of the IEEE conference on computer vision and pattern recognition. CVPR (pp. 1125-1134)
|
|
|
|
|
Macdonald, T. J., Batmunkh, M., Lin, C. T., Kim, J., Tune, D. D., Ambroz, F., ... & Durrant, J. R. (2019)
Origin of Performance Enhancement in TiO2-Carbon Nanotube Composite Perovskite Solar Cells
, Small Methods, (Volume 3, Issue10). Weinheim: John Wiley & Sons
|
|
|
|
|
Marvin Minsky (1967)
Computation : Finite and infinite machines
, Princeton, N.J.: Prentice Hall
|
|
|
|
|
Maxwell, J. C. (1871)
Theory of Heat
, London, New York [etc.] Longmans, Green., reprinted (2001) New York: Dover
|
|
|
|
|
NG, P., Odaibat, B., & Doria, D. (2020)
An Information Theory Application to Bio-design in Architecture
, 1st CCBDT. Dalian: Dalian Polytecnic University
|
|
|
|
|
Shannon, C. E., & Weaver, W. (1948)
The mathematical theory of communication
, Urbana: Univ. of Illinois Press
|
|
|
|
|
Smith, A. (1776)
An Inquiry into the Nature and Causes of the Wealth of Nations
, London: William Strahan and Thomas Cadell
|
|
|
|
|
Ulam S. M. (1962)
On some mathematical problems connected with patterns of growth of figures
, Mathematical Problems in Biological Sciences, (n-14, pp 215–224 New York: R Bellman editors
|
|
|
|
|
Von Neumann, J. (1966)
Theory of self-reproducing automata
, Illinois: Urbana, University of Illinois Press
|
|
|
|
|
West, G. B. (2018)
Scale: The universal laws of growth, innovation, sustainability, and the pace of life in organisms, cities, economies, and companies
, New York: Penguin Press
|
|
|
|
|
Wiener, N. (1950)
The human use of human beings
, London: Sphere Books
|
|
|
|
|
Wolfram, S. (2002)
A new kind of science
, Illinois: Wolfram Media
|
|
|
|
| last changed |
2022/05/23 12:10 |
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