Archive
«Narodoznavchi Zoshyty» 2008 year, issue 1-2 read »
The Ethnology Notebooks. 2021. #5 (161). P. 1033– DOI... read »
«Narodoznavchi Zoshyty» 2015 year, issue 1 read »
The Ethnology Notebooks. 2021. #2 (158). P. 253–502 DOI... read »

« 2026. # 2 (188)

The Ethnology Notebooks. 2026. № 2 (188), 465—471

UDK 72.021.4:004.8

DOI https://doi.org/10.15407/

  • Received: 14.03.2026
  • Accepted: 26.03.2026
  • Published: ??.??.2026

THE INFLUENCE OF ARTIFICIAL INTELLIGENCE TECHNOLOGIES ON THE FORMATION OF VISUAL IMAGE IN ARCHITECTURAL DESIGN

RUDYCH Alona

  • ORCID ID: https://orcid.org/0009-0009-1234-869Х
  • Candidate of Arts, Senior Lecturer, Kharkiv National University
  • of Urban Economy named after O.M. Beketov, Department
  • of Fine Arts and Design, Scientific and Educational Institute
  • of Architecture, Design and Fine Arts, 
  • 17, Chornoglazivska Str., 61002, Kharkiv, Ukraine,
  • Contacts: e-mail: Alona.Simonova@kname.edu.ua 

SHERSTYUK Arsenii

  • ORCID ID: https://orcid.org/0009-0006-3721-4282
  • Master’s student, Kharkiv National University of Urban Economy
  • named after O.M. Beketov, Department of Fine Arts and Design, 
  • Scientific and Educational Institute of Architecture, Design and Fine Arts, 
  • 17,  Chornoglazivska Str., 61002, Kharkiv, Ukraine,
  • Contacts: e-mail: arfire1903@gmail.com

Abstract. The article is devoted to the study of the possibilities of using artificial intelligence technologies and generative models in the process of analysis and interpretation of historical architectural sources. Particular attention is paid to the application of machine learning algorithms for processing archival drawings, photographs and text descriptions of architectural objects in order to identify stylistic patterns and reconstruct lost elements of the architectural environment. 

The relevance of the topic is due to the active introduction of digital technologies and artificial intelligence into humanitarian and architectural research. Modern data analysis algorithms allow working with large arrays of historical materials, which opens up new opportunities for the study of architectural heritage, its systematization, digital reconstruction and preservation. 

The object of the study is historical architectural sources, represented by archival drawings, photographs, text descriptions and other documentary materials that reflect the development of architectural forms and styles. The subject of the research is the tools and algorithms of artificial intelligence used for the analysis of visual and textual architectural sources, as well as their potential in identifying stylistic patterns and reconstructing the architectural environment.

The scientific novelty of the research lies in identifying and substantiating the possibilities of applying artificial intelligence technologies and generative models for the analysis, systematization and interpretation of historical architectural sources in order to identify stylistic patterns and model reconstructions of the architectural environment.

The source base consists of archival graphic materials, historical photographs, text descriptions of architectural objects, scientific publications on the history of architecture, as well as digital databases and the results of processing materials using artificial intelligence algorithms.

The methodological basis of the research is the methods of comparative and structural analysis, digital image processing, machine learning algorithms and generative models of artificial intelligence. 

Keywords: architectural design, artificial intelligence, generative design, digital modelling, visualisation, algorithmic design.

REFERENCES

  • Cheng, Liang-Yi. (2022). Lecture Notes on Data Engineering and Communication Technologies. ICGG 2022. Proceedings of the 20th International Conference on Geometry and Graphics (P. 830). ISSN 2367-4520. 
  • As, De Imdat, & Basu, Pritvish. (2022). Artificial Intelligence in Urban Planning and Design. Technology, Implementation and Impact (Pp. 31, 73—74, 110, 263—264, 291). ISBN: 978-0-12-823941-4. 
  • Kristobel, Papita T., & Minakshi S. (2024). Integrating machine learning and remote sensing to enhance urban sustainability: a review and conceptual framework (Pp. 18—19). DOI:10.1016/j.scs.2023.104653. 
  • Chen, Yuan Li. (2024). Generative artificial intelligence models for different stages of architectural design. A literature review. DOI:10.1016/j.foar.2024.10.001. 
  • Furch, Borko. (2011). Augmented Reality Handbook. ISBN 978-1-4614-0063-9. 
  • Smorzenkov, N., & Ignatova, E. (2021). Using generative design to synthesise architectural solutions in typical residential building construction (Pp. 3—4). DOI:10.1051/e3sconf/202128104008. 
  • Stinson, Molly Wright. (2017). Architectural Intelligence. How Designers and Architects Created the Digital Landscape (P. 1). ISBN: 9780262343428. 
  • Rudavsky, St. (2021). The Cambridge Companion to Literature and the Anthropocene (P. 13). DOI:10.1017/ 9781108683111.010. 
  • Volnyak, R. (2024). Artificial Intelligence in Smart Cities — Applications, Barriers, and Future Directions. A Review (P. 1369). DOI:10.3390/smartcities7030057. 
  • Rane, N. (2023). Integrating Building Information Modelling (BIM) With ChatGPT, Bard, and Similar Generative Artificial Intelligence in the Architecture, Engineering, and Construction Industry. Applications, a Novel Framework, Challenges, and Future Scope (P. 1). Retrieved from: https://dx.doi.org/10.2139/ssrn.4645601. 
Our authors
Kuzmenko Oksana Senior Researcher, Candidate of... read »
Olena Fedorchuk. Senior Research Fellow, Ph.D. read »
Olena Nykorak. Senior Researcher, Doctor of Arts read »
Roman Radovych. Researcher, Ph.D. in History. read »
Maternity ritualism by volhynians in publications of the second half XIX to the early XXI cc.
In the article have been considered some basic landmarks for fixing and publication of ethnographic materials on the maternity rites of Volhynia with analytical study in ritual elements, their kinds and territories of origin. The article has also raised a problem of gaps in studies of maternity rites of Ukrainian historio-ethnographic Volhynia.
Read »

Traditional folk clothes of velikobychkovsky hutsuly of XIX — the first half of XX century
In the study based upon numerous field materials, literature sources as well as ethnographic, historio-cultural and regional museum collections has been performed complex analysis in traditional folk clothes by Hutzul population of Velyky Bychkiv village in Transcarpathian region. Detailed descriptions of femi­nine and masculine clothing complexes of the mentioned area have been presented. In characterizing of those main attention has been paid to the detail of cut in separate components of dress; cut of feminine shirt has been added as an illustration.
Read »

Wax candle as ukrainian Christmas and epiphany ritualistic text
For the first time in native ethnology the article has brought some results of special study in sign functionality of a wax candle under the context of Ukrainian Christmas and Epiphany ritualistic text (ritualism of Christmas Eve, New Year, Epiphany Eve and Feast of Epiphany). The study has stated extremely high semiotic position of a wax candle as projection of Sun, mediator between the spheres of sacral and prophane elements, symbolic analogue of human existence, apotropy, cultural symbol re-establishing borders of acculturated space.
Read »

Daily bread baking of ukrainians in the south-western ethnographical region at the late XIX to early XXI cc.
The paper has dealt with analytic study in prescriptions, signs, customs, methods, ways of selection, procurement and some peculiarities in usage of subsidiary means — water, firewood and leaves in bread baking. The final aim of the mentioned actions had been (and still is) selection of the means and ingredients fit, by their characteristics, for the backing of bread. The paper has demonstrated dependence of bread backing subsi­diary means criteria from the folk nutritional standards and world outlook stereotypes as well as from regional social and economic, natural and geographical factors and peculiarities of material culture.
Read »