Araştırma Makalesi

Integration of Artificial Intelligence into the Architectural Design Process: Architectural Studio Experience

Cilt: 8 Sayı: 6 15 Kasım 2025
PDF İndir
TR EN

Integration of Artificial Intelligence into the Architectural Design Process: Architectural Studio Experience

Öz

Integrating artificial intelligence (AI) technology into architectural design processes is becoming increasingly widespread, offering significant innovations. This study examines the effects of an AI-enabled design tool on architectural outputs through a student project produced in an architecture studio. The main theme of the architecture studio, Climate Change and Its Impacts: Architectural Analyses for Future Scenarios, focuses on the urgent problems posed by climate change and emphasizes the necessity of sustainable, adaptive design approaches. The project was evaluated using Leonardo AI, a meta-learning platform. This evaluation was carried out in two categories. In the first category, an image was generated concerning the existing student design; in the second category, the scenario was left entirely to the AI's perception without any reference. The findings show that AI optimizes design processes, improves decision-making processes through complex data analysis, and increases the speed of realization of building designs. However, it was found that AI cannot address post-design issues where human intelligence is strong. Therefore, a hybrid use of AI and human input was considered a more effective method, and it was concluded that combining the unique strengths of both parties would be beneficial. While the study highlights the potential of AI in architectural design processes, further research is needed to develop hybrid systems and strategies for integrating AI into the profession. It also provides essential insights into the changing role of AI in the architectural profession and its implications for future design practice.

Anahtar Kelimeler

Etik Beyan

Ethics committee approval was not required for this study because there was no study on animals or humans.

Teşekkür

The authors thank the Gazi University Academic Writing Application and Research Center for proofreading the article.

Kaynakça

  1. Abd El Fattah Ammar Z. 2023. Artificial intelligence and its role in accelerating decision-making processes in architectural design. Int J Archit Eng Urban Res, 6(2): 280-296. doi: 10.21608/ijaeur 2024.261190.1061
  2. Albaghajati ZM, Bettaieb DM, Malek RB. 2023. Exploring text-to-image application in architectural design: insights and implications. Archit Struct Constr, 3(4): 475-497. https://doi.org/10.1007/s44150-023-00103-x
  3. As I, Pal S, Basu P. 2018. Artificial intelligence in architecture: generating conceptual design via deep learning. Int J Archit Comput, 16(4): 306-327. https://doi.org/10.1177/1478077118800982
  4. Bellaiche L, Shahi R, Turpin M, Ragnhildstveit A, Sprocket, Barr N, …, Seli P. 2023. Humans versus AI: whether and why we prefer human-created compared to AI-created artwork. Cogn Res Princ Implic, 8(1): 1-22. https://doi.org/10.1186/s41235-023-00499-6
  5. Bengio Y. 2009. Learning deep architectures for AI. Found Trends Mach Learn, 2(1): 1-127. https://doi.org/10.1561/2200000006
  6. Bölek B, Tutal O, Özbaşaran H. 2023. A systematic review on artificial intelligence applications in architecture. J Des Resil Archit Plan, 4(1): 91-104. https://doi.org/10.47818/drarch.2023.v4i1085
  7. Brunetti GL. 2023. Evolutionary trends in the use of artificial intelligence in support of architectural design. Techne, 25, 55-60. https://doi.org/10.36253/techne-13739
  8. Caratti-Zarytkiewicz R. 2023. Visual studies is a new opportunity for theoretical thinking in architectural lighting design. In: Proceedings of the 2023 IEEE Sustainable Smart Lighting World Conference & Expo (LS18), December 07-09, Mumbai, India, pp: 1-6. https://doi.org/10.1109/LS1858153.2023.10170083

Ayrıntılar

Birincil Dil

İngilizce

Konular

Görsel İletişimde Bilgisayar Destekli Tasarım, Görsel Tasarım, Görsel İletişim Tasarımı (Diğer)

Bölüm

Araştırma Makalesi

Erken Görünüm Tarihi

12 Kasım 2025

Yayımlanma Tarihi

15 Kasım 2025

Gönderilme Tarihi

9 Ağustos 2025

Kabul Tarihi

3 Ekim 2025

Yayımlandığı Sayı

Yıl 2025 Cilt: 8 Sayı: 6

Kaynak Göster

APA
Gökşen Takva, F., Çolak Demirel, B. B., & Ayçam, İ. (2025). Integration of Artificial Intelligence into the Architectural Design Process: Architectural Studio Experience. Black Sea Journal of Engineering and Science, 8(6), 1874-1882. https://doi.org/10.34248/bsengineering.1761624
AMA
1.Gökşen Takva F, Çolak Demirel BB, Ayçam İ. Integration of Artificial Intelligence into the Architectural Design Process: Architectural Studio Experience. BSJ Eng. Sci. 2025;8(6):1874-1882. doi:10.34248/bsengineering.1761624
Chicago
Gökşen Takva, Fulya, Burcu Buram Çolak Demirel, ve İdil Ayçam. 2025. “Integration of Artificial Intelligence into the Architectural Design Process: Architectural Studio Experience”. Black Sea Journal of Engineering and Science 8 (6): 1874-82. https://doi.org/10.34248/bsengineering.1761624.
EndNote
Gökşen Takva F, Çolak Demirel BB, Ayçam İ (01 Kasım 2025) Integration of Artificial Intelligence into the Architectural Design Process: Architectural Studio Experience. Black Sea Journal of Engineering and Science 8 6 1874–1882.
IEEE
[1]F. Gökşen Takva, B. B. Çolak Demirel, ve İ. Ayçam, “Integration of Artificial Intelligence into the Architectural Design Process: Architectural Studio Experience”, BSJ Eng. Sci., c. 8, sy 6, ss. 1874–1882, Kas. 2025, doi: 10.34248/bsengineering.1761624.
ISNAD
Gökşen Takva, Fulya - Çolak Demirel, Burcu Buram - Ayçam, İdil. “Integration of Artificial Intelligence into the Architectural Design Process: Architectural Studio Experience”. Black Sea Journal of Engineering and Science 8/6 (01 Kasım 2025): 1874-1882. https://doi.org/10.34248/bsengineering.1761624.
JAMA
1.Gökşen Takva F, Çolak Demirel BB, Ayçam İ. Integration of Artificial Intelligence into the Architectural Design Process: Architectural Studio Experience. BSJ Eng. Sci. 2025;8:1874–1882.
MLA
Gökşen Takva, Fulya, vd. “Integration of Artificial Intelligence into the Architectural Design Process: Architectural Studio Experience”. Black Sea Journal of Engineering and Science, c. 8, sy 6, Kasım 2025, ss. 1874-82, doi:10.34248/bsengineering.1761624.
Vancouver
1.Fulya Gökşen Takva, Burcu Buram Çolak Demirel, İdil Ayçam. Integration of Artificial Intelligence into the Architectural Design Process: Architectural Studio Experience. BSJ Eng. Sci. 01 Kasım 2025;8(6):1874-82. doi:10.34248/bsengineering.1761624

                           24890