Generative IA and complexity – Towards a new paradigm in regenerative digital design

Authors

  • Consuelo Nava ‘Mediterranea’ University of Reggio Calabria (Italy)
  • Alessandro Melis New York Institute of Technology (USA)

DOI:

https://doi.org/10.19229/2464-9309/1632024

Keywords:

artificial intelligence, regenerative digital design, enabling technologies, emerging technologies, exaptation

Abstract

The synthesis of artificial intelligence, deep learning and parametric design in regenerative digital design can significantly reshape the pre-design phase in climate scenarios. By formulating a new workflow linking computational processes with human-centred design, it is possible to realise a more adaptive approach to environmental design that anticipates the complexities of our built environment and fosters responsive and resilient collective creativity. Starting from the abstract and introduction, a focus is proposed to investigate the complexity and emerging field of regenerative digital design, particularly in climate scenarios. The basic premise is that AI’s deep learning and natural language processing capabilities can go beyond simple visual outcomes to address nuanced and multifaceted design challenges.

 

Article info

Received: 14/10/2024; Revised: 18/10/2024; Accepted: 20/10/2024

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Author Biographies

Consuelo Nava, ‘Mediterranea’ University of Reggio Calabria (Italy)

She is a Full Professor of Technological and Environmental Design of Architecture, Director of the Department of Architecture and Territory and Scientific Coordinator of ABITAlab, a laboratory active on the Reggio Calabria site of the ABITA Inter-University Centre. She investigates the issue of innovation and sustainability of the project through frontier research experiences based on the most recent paradigms of technologies for the environment, their evolution of enabling and emerging technologies, and the application of emerging technologies to regenerative digital design in climate change scenarios.
E-mail: consuelo.nava@unirc.it

Alessandro Melis, New York Institute of Technology (USA)

He is the first Chair of the IDC Foundation and Professor at the School of Architecture and Design. In 2021, he was Curator of the Italian Pavilion at the Venice Biennale and was appointed Ambassador of Italian Design in 2021 in Paris and 2022 in New York and Washington. He was Director of the International Cluster for Sustainable Cities at the University of Portsmouth and Director of Postgraduate Engagement at the University of Auckland. His research topics include studies of architecture and palaeontology, the visioning of resilient communities in climate change scenarios, and transdisciplinary insights into exactitude in architecture.
Email: amelis@nyit.edu

References

Abdel-Rahman. A., Kosicki M., Michalatos, P. and Tsigkari, M. (2019), “Design of thermally deformable laminates using machine learning”, in Zingoni, A. (ed.) Advances in Engineering Materials, Structures and Systems – Innovations, Mechanics and Applications, Taylor & Francis Group, London. [Online] Available at: discovery.ucl.ac.uk/id/eprint/10114522/ [Accessed 16 October 2024].

Gould, S. J. and Vrba, E. S. (1982), “Exaptation – A missing term in the science of form”, in Paleobiology, vol. 8, issue 1, pp. 4-15. [Online] Available at: jstor.org/stable/2400563 [Accessed 16 October 2024].

IPCC – Intergovernmental Panel on Climate Change (2023), Climate Change 2023 – Synthesis Report – Contribution of working groups I, II and III to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. [Online] Available at: doi.org/10.59327/IPCC/AR6-9789291691647 [Accessed 16 October 2024].

McLachlan, G. R. and Liversidge, R. (1972), Roberts Birds of South Africa, Cape & Transvaal Printers Ltd., Cape Town.

Melis, A. and Pievani, T. (2022), “Exaptation as a design strategy for resilient communities”, in Rezaei, N. (ed.) Transdisciplinarity – Integrated Science, vol. 5, Springer, Cham, pp. 307-327. [Online] Available at: doi.org/10.1007/978-3-030-94651-7_15 [Accessed 16 October 2024].

Melis, A., Fadhil, F. and Battistoni, M. (2024), “Floating acrobats – Exploring exaptation in architecture through artificial intelligence”, in Giordano, A., Russo, M. and Spallone, R. (eds), Advances in Representation – Digital Innovations in Architecture, Engineering and Construction, Springer, Cham, pp. 885-896. [Online] Available at: doi.org/10.1007/978-3-031-62963-1_54 [Accessed 16 October 2024].

Melis, A., Pievani, T. and Lara-Hernandez, J. A. (2024), Architectural exaptation – When function follows form, Taylor & Francis.

Mussinelli, E. (2023), “Tecnologie abilitanti e qualità del progetto | Enabling technologies and project quality”, in Techne | Journal of Technology for Architecture and Environment, vol. 25, pp. 11-15. [Online] Available at: doi.org/10.36253/techne-14626 [Accessed 16 October 2024].

Naboni, E. and Havinga, L. (2019), Regenerative design in digital practice – A Handbook for the Built Environment, Eurac, Bolzano. [Online] Available at: issuu.com/kadk/docs/regenerative_design_in_digital_practice_lowres [Accessed 16 October 2024].

Nava, C. (2024), “Human-Centred AI in the Post-Optimisation Regenerative Process for Climate Scenarios”, in Calabrò, F., Madureira, L., Morabito, F. C. and Piñeira Mantiñán, M. J. (eds), Networks, Markets & People – NMP 2024 – Lecture Notes in Networks and Systems, vol. 1189, Springer, Cham, pp. 76-97. [Online] Available at: doi.org/10.1007/978-3-031-74723-6_7 [Accessed 16 November 2024].

Nava, C. (2023), Tecnologie Emergenti per il Progetto Rigenerativo – 5 questioni teoriche su Innovazione e Sostenibilità dalla prassi della Ricerca di frontiera, Aracne, Roma.

Nava, C. (2022a), “Regenerative Design and Hybrid Buildings to Address Climate Change”, in Calabrò, F., Della Spina, L. and Piñeira Mantiñán, M. J. (eds), New Metropolitan Perspectives – Post Covid Dynamics –Green and Digital Transition, between Metropolitan and Return to Villages Perspectives, Springer International Publishing, Cham, pp. 1889-1901. [Online] Available at: doi.org/10.1007/978-3-031-06825-6_182 [Accessed 16 October 2024].

Nava, C. (2022b), “Reggio Calabria – La cultura tecnologica della Progettazione ambientale”, in Attaianese, E. and Losasso, M. (eds), La ricerca nella Progettazione ambientale – Gli anni 1970-2008, SITdA Cluster della Progettazione Ambientale, Maggioli, Santarcangelo di Romagna, pp. 242-269. [Online] Available at: sitda.net/wp-content/uploads/2023/09/916.50788_e-book_Attaianese_La-ricerca-nella-Progettazione-ambientale_bassa-risol.pdf [Accessed 16 October 2024].

Nava, C. (2019), Ipersostenibilità e Tecnologie abilitanti – Teoria, Metodo, Progetto, Aracne, Roma.

Pievani, T. and Serrelli, E. (2011), “Exaptation in human evolution – How to test adaptive vs exaptive evolutionary hypotheses”, in Journal of Anthropological Sciences | Rivista di Antropologia, vol. 89, pp. 9-23.

Rafsanjani, H. N. and Nabizadeh, A. H. (2023), “Towards human-centered artificial intelligence (AI) in architecture, engineering, and construction (AEC) industry”, in Computers in Human Behavior Reports, vol. 11, article 100319, pp. 1-9. [Online] Available at: doi.org/10.1016/j.chbr.2023.100319 [Accessed 16 October 2024].

Russell, S. J. and Norvig, P. (2016), Artificial Intelligence – A Modern Approach, Pearson Education Limited, Malaysia.

Tattersall, I. (2010), Paleontology – A Brief History of Life, Oxford University Press.

Weber, K. M. and Rohracher, H. (2012), “Legitimizing research, technology and innovation policies for transformative change – Combining insights from innovation systems and multi-level perspective in a comprehensive ‘failures’ framework”, in Research Policy, vol. 41, issue 6, pp. 1037-1047. [Online] Available at: doi.org/10.1016/j.respol.2011.10.015 [Accessed 18 October 2024].

WEF – World Economic Forum (2023), The Global Risk Report 2023. [Online] Available at: weforum.org/publications/global-risks-report-2023/ [Accessed 18 October 2024].

Wiarda, M. and Doorn N. (2023), “Responsible innovation and societal challenges – The multi-scalarity dilemma”, in Journal of Responsible Technology, vol. 16, article 100072, pp. 1-6. [Online] Available at: doi.org/10.1016/j.jrt.2023.100072 [Accessed 18 October 2024].

Yildirim E. (2022), “Text to Image Generation A.I. in Architecture”, in Kozlu, H. (ed.), Art and Architecture – Theory, Practice and Experience, Livre de Lyon, Lyon, pp. 97-119.

Zaffagnini, T. and Palmini, O. (2022), “Retrospettive e prospettive sul rapporto tra progetto, tecnologia e neocibernetica | Past and future of the connection between project, technology and neocybernetics”, in Agathón | International Journal of Architecture, Art and Design, vol. 12, pp. 24-35. [Online] Available at: doi.org/10.19229/2464-9309/1222022 [Accessed 18 October 2024].

Land Bug Machine H21240328: acrylic and ink on canvas, new painting series; analogue exaptation on generative AI (credits: A. Melis). AGATHÓN 16 | 2024

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Published

30-12-2024

How to Cite

Nava, C. and Melis, A. (2024) “Generative IA and complexity – Towards a new paradigm in regenerative digital design”, AGATHÓN | International Journal of Architecture, Art and Design, 16, pp. 40–49. doi: 10.19229/2464-9309/1632024.

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