Neural network-assisted eco-architectural designs: Conceptualizing sustainable construction solutions
Nowadays, neural networks are increasingly being used to generate sketchy architectural solutions. In this article, two projects that won the architectural competition are used as examples to demonstrate how to use the MidJorney neural network. Examples are given for generating text from the source...
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| Format: | Article |
| Language: | English |
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EDP Sciences
2025-01-01
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| Series: | E3S Web of Conferences |
| Online Access: | https://www.e3s-conferences.org/articles/e3sconf/pdf/2025/14/e3sconf_icaw2024_05002.pdf |
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| _version_ | 1850195128969330688 |
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| author | Zatsepina Aleksandra Mikhaylovskaya Liudmila Shindina Polina |
| author_facet | Zatsepina Aleksandra Mikhaylovskaya Liudmila Shindina Polina |
| author_sort | Zatsepina Aleksandra |
| collection | DOAJ |
| description | Nowadays, neural networks are increasingly being used to generate sketchy architectural solutions. In this article, two projects that won the architectural competition are used as examples to demonstrate how to use the MidJorney neural network. Examples are given for generating text from the source image, generating images based on text queries and making corrections, combining images, images, and text, and altering an image fragment. A roadmap has been drawn up—an algorithm for using the MidJorney neural network to work on an architectural concept. |
| format | Article |
| id | doaj-art-a610f1bb4f40494fb3b42dc0a84baf54 |
| institution | OA Journals |
| issn | 2267-1242 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | E3S Web of Conferences |
| spelling | doaj-art-a610f1bb4f40494fb3b42dc0a84baf542025-08-20T02:13:51ZengEDP SciencesE3S Web of Conferences2267-12422025-01-016140500210.1051/e3sconf/202561405002e3sconf_icaw2024_05002Neural network-assisted eco-architectural designs: Conceptualizing sustainable construction solutionsZatsepina Aleksandra0Mikhaylovskaya Liudmila1Shindina Polina2Peter the Great St. Petersburg Polytechnic UniversityPeter the Great St. Petersburg Polytechnic UniversityPeter the Great St. Petersburg Polytechnic UniversityNowadays, neural networks are increasingly being used to generate sketchy architectural solutions. In this article, two projects that won the architectural competition are used as examples to demonstrate how to use the MidJorney neural network. Examples are given for generating text from the source image, generating images based on text queries and making corrections, combining images, images, and text, and altering an image fragment. A roadmap has been drawn up—an algorithm for using the MidJorney neural network to work on an architectural concept.https://www.e3s-conferences.org/articles/e3sconf/pdf/2025/14/e3sconf_icaw2024_05002.pdf |
| spellingShingle | Zatsepina Aleksandra Mikhaylovskaya Liudmila Shindina Polina Neural network-assisted eco-architectural designs: Conceptualizing sustainable construction solutions E3S Web of Conferences |
| title | Neural network-assisted eco-architectural designs: Conceptualizing sustainable construction solutions |
| title_full | Neural network-assisted eco-architectural designs: Conceptualizing sustainable construction solutions |
| title_fullStr | Neural network-assisted eco-architectural designs: Conceptualizing sustainable construction solutions |
| title_full_unstemmed | Neural network-assisted eco-architectural designs: Conceptualizing sustainable construction solutions |
| title_short | Neural network-assisted eco-architectural designs: Conceptualizing sustainable construction solutions |
| title_sort | neural network assisted eco architectural designs conceptualizing sustainable construction solutions |
| url | https://www.e3s-conferences.org/articles/e3sconf/pdf/2025/14/e3sconf_icaw2024_05002.pdf |
| work_keys_str_mv | AT zatsepinaaleksandra neuralnetworkassistedecoarchitecturaldesignsconceptualizingsustainableconstructionsolutions AT mikhaylovskayaliudmila neuralnetworkassistedecoarchitecturaldesignsconceptualizingsustainableconstructionsolutions AT shindinapolina neuralnetworkassistedecoarchitecturaldesignsconceptualizingsustainableconstructionsolutions |