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            <front>

                <journal-meta>
                                    <journal-id></journal-id>
            <journal-title-group>
                                                                                    <journal-title>International Journal of 3D Printing Technologies and Digital Industry</journal-title>
            </journal-title-group>
                            <issn pub-type="ppub">2602-3350</issn>
                                        <issn pub-type="epub">2602-3350</issn>
                                                                                            <publisher>
                    <publisher-name>Kerim ÇETİNKAYA</publisher-name>
                </publisher>
                    </journal-meta>
                <article-meta>
                                        <article-id pub-id-type="doi">10.46519/ij3dptdi.1783086</article-id>
                                                                <article-categories>
                                            <subj-group  xml:lang="en">
                                                            <subject>Software Engineering (Other)</subject>
                                                    </subj-group>
                                            <subj-group  xml:lang="tr">
                                                            <subject>Yazılım Mühendisliği (Diğer)</subject>
                                                    </subj-group>
                                    </article-categories>
                                                                                                                                                        <title-group>
                                                                                                                                                            <trans-title-group xml:lang="en">
                                    <trans-title>PROMPT, PRINT, PRODUCE: A NEW ARCHITECTURAL INTELLIGENCE WITH ARTIFICIAL INTELLIGENCE AND 3D PRINTING</trans-title>
                                </trans-title-group>
                                                                                                                                                                                                <article-title>KOMUT, YAZDIR, ÜRET: YAPAY ZEKÂ VE 3B BASKI İLE YENİ BİR MİMARİ ZEKÂ</article-title>
                                                                                                    </title-group>
            
                                                    <contrib-group content-type="authors">
                                                                        <contrib contrib-type="author">
                                                                    <contrib-id contrib-id-type="orcid">
                                        https://orcid.org/0000-0002-9120-1822</contrib-id>
                                                                <name>
                                    <surname>Erdoğan</surname>
                                    <given-names>Seda</given-names>
                                </name>
                                                                    <aff>İSTANBUL GALATA ÜNİVERSİTESİ</aff>
                                                            </contrib>
                                                    <contrib contrib-type="author">
                                                                    <contrib-id contrib-id-type="orcid">
                                        https://orcid.org/0009-0007-5902-6458</contrib-id>
                                                                <name>
                                    <surname>İmir</surname>
                                    <given-names>Sena Nur</given-names>
                                </name>
                                                                    <aff>İSTANBUL GALATA ÜNİVERSİTESİ</aff>
                                                            </contrib>
                                                                                </contrib-group>
                        
                                        <pub-date pub-type="pub" iso-8601-date="20260430">
                    <day>04</day>
                    <month>30</month>
                    <year>2026</year>
                </pub-date>
                                        <volume>10</volume>
                                        <issue>1</issue>
                                        <fpage>42</fpage>
                                        <lpage>58</lpage>
                        
                        <history>
                                    <date date-type="received" iso-8601-date="20251021">
                        <day>10</day>
                        <month>21</month>
                        <year>2025</year>
                    </date>
                                                    <date date-type="accepted" iso-8601-date="20260207">
                        <day>02</day>
                        <month>07</month>
                        <year>2026</year>
                    </date>
                            </history>
                                        <permissions>
                    <copyright-statement>Copyright © 2017, International Journal of 3D Printing Technologies and Digital Industry</copyright-statement>
                    <copyright-year>2017</copyright-year>
                    <copyright-holder>International Journal of 3D Printing Technologies and Digital Industry</copyright-holder>
                </permissions>
            
                                                                                                                        <trans-abstract xml:lang="en">
                            <p>This study aims to investigate the integration of artificial intelligence (AI)–assisted generative design tools and three-dimensional concrete printing (3DCP) technologies into architecture, as well as the potential of an emerging architectural paradigm. The traditional design process is evolving from intuitive, human-centered approaches toward command-based algorithmic guidance and automation-driven production models. In this context, forms generated by AI can be directly materialized through 3DCP technologies, enabling an integrated workflow that extends from data-driven design to fabrication. The study seeks to reveal how architecture is being redefined in the digital design era and how the convergence of AI and 3D printing contributes to the formation of a new architectural intelligence. For this purpose, following an extensive literature review, a parametric, scenario-based computational model was developed using the Python programming language based on fundamental AI principles. Under technical and environmental constraints, the proposed model generated 156 base scenarios; when personalized user requirements were incorporated, the number of scenarios increased to 572, demonstrating the potential of this integrated approach. Rather than presenting a full-scale built prototype, this study focuses on the conceptual and computational modeling of technically feasible architectural scenarios. The analysis is conducted through a Python-based scenario-generation model using technical, environmental, and user-related parameters derived from the literature. Beyond a purely technical innovation, the process is critically examined through concepts such as creative agency, authorship, ethics, knowledge production, and architectural education.</p></trans-abstract>
                                                                                                                                    <abstract><p>Bu çalışma, yapay zekâ (YZ) destekli üretici tasarım araçları ile üç boyutlu beton baskı (3DCP) teknolojilerinin mimarlığa entegrasyonunu ve yenilikçi bir mimari paradigmanın potansiyelini incelemeyi amaçlamaktadır. Geleneksel tasarım süreci; sezgisel, insan odaklı yaklaşımlardan uzaklaşarak komut temelli algoritmik yönlendirmeler ve otomasyona dayalı üretim modellerine evrilmektedir. Bu bağlamda, YZ tarafından üretilen formlar 3DCP teknolojileriyle doğrudan yapılara dönüştürülerek; veri odaklı tasarımdan üretime uzanan bütünleşik bir iş akışı mümkün hâle gelmektedir. Çalışma, dijital tasarım çağında mimarlığın yeniden tanımlanışını ve YZ ile 3B baskının birlikte nasıl yeni bir mimari zekâ oluşturduğunu ortaya koymayı hedeflemektedir. Bu amaçla, literatür taramalarının ardından; YZ temel prensipleri kullanılarak Python programlama dili ile parametrik bir senaryo tabanlı hesaplamalı model geliştirilmiştir. Geliştirilen model, teknik ve çevresel kısıtlar altında 156 temel senaryo üretmiş ve kişiselleştirilmiş kullanıcı gereksinimleri eklendiğinde senaryo sayısını 572&#039;ye çıkararak, entegrasyonun potansiyelini göstermiştir. Bu çalışma, gerçek ölçekte uygulanmış bir prototip sunmaktan ziyade, üretilebilir mimari senaryoların kavramsal ve hesaplamalı olarak modellenmesine odaklanmaktadır. Araştırmada, literatürden türetilen teknik, çevresel ve kullanıcıya bağlı parametreler, Python tabanlı senaryo üretimine dayalı bir hesaplamalı model aracılığıyla analiz edilmiştir. Süreç yalnızca teknik bir yenilik değil; yaratıcı özne, müelliflik, etik, bilgi üretimi ve mimarlık eğitimi gibi kavramlar üzerinden eleştirel bir bakışla değerlendirilmektedir.</p></abstract>
                                                            
            
                                                                                                                    <kwd-group>
                                                    <kwd>Yapay Zekâ</kwd>
                                                    <kwd>  3B Beton Baskı</kwd>
                                                    <kwd>  Mimarlıkta Teknoloji</kwd>
                                                    <kwd>  Veri Temelli Tasarım Süreci.</kwd>
                                            </kwd-group>
                            
                                                                            <kwd-group xml:lang="en">
                                                    <kwd>Artificial Intelligence</kwd>
                                                    <kwd>  3D Concrete Printing</kwd>
                                                    <kwd>  Technology in Architecture</kwd>
                                                    <kwd>  Data Driven Design Process.</kwd>
                                            </kwd-group>
                                                                                                                                        </article-meta>
    </front>
    <back>
                            <ref-list>
                                    <ref id="ref1">
                        <label>1</label>
                        <mixed-citation publication-type="journal">1. Zhou, L., Lowe, D. J., “Economic challenges of sustainable construction”, RICS COBRA foundation construction and building research conference, Pages 1-2, Wolverhampton, 2003.</mixed-citation>
                    </ref>
                                    <ref id="ref2">
                        <label>2</label>
                        <mixed-citation publication-type="journal">2. Yıldırım, Y., “Farklı disiplinlerde Endüstri 4.0”, Uluslararası Toplum Araştırmaları Dergisi, Vol. 15, Issue 21, Pages 756–789, 2020.</mixed-citation>
                    </ref>
                                    <ref id="ref3">
                        <label>3</label>
                        <mixed-citation publication-type="journal">3. Aydın, M., Güler, B., Çetinkaya, K., “Dikey Ekstrüzyon (Filament) Sistemi Tasarım ve Prototip İmalatı”, International Journal of 3D Printing Technologies and Digital Industry, Vol. 2, Issue 1, Pages 1-10, 2018.</mixed-citation>
                    </ref>
                                    <ref id="ref4">
                        <label>4</label>
                        <mixed-citation publication-type="journal">4. COBOD, “BOD2 Spesifications”, https://cobod.com/solution/bod2/specifications/, August 2, 2025.</mixed-citation>
                    </ref>
                                    <ref id="ref5">
                        <label>5</label>
                        <mixed-citation publication-type="journal">5. ICON, “Meet Vulcan Our Home-Sized 3D-printer”, https://www.iconbuild.com/technology, August 2, 2025.</mixed-citation>
                    </ref>
                                    <ref id="ref6">
                        <label>6</label>
                        <mixed-citation publication-type="journal">6. Constructions 3D, “MaxiPrinter”, https://www.constructions-3d.com/en/maxiprinter, August 2, 2025.</mixed-citation>
                    </ref>
                                    <ref id="ref7">
                        <label>7</label>
                        <mixed-citation publication-type="journal">7. Hasani, A., “Investigating the Potential of 3D Concrete Printing for Unreinforced Structures”, Yüksek Lisans Tezi, University of North Dakota, 2024.
8. COBOD, “White Paper - Down to Earth: The True State of the Art of 3DCP”, https://cobod.com/wp-content/uploads/2019/12/White-Paper-Down-to-earth-The-True-State-of-the-Art-of-3DCP.pdf, December 16, 2025.
9. 3DXB Group, “MaxiPrinter Technical Brochure &amp; Specifications”, https://3dxb-group.com/products/maxiprinter/, December 16, 2025.
10. Hacıoğlu, S., “3 Boyutlu Beton Baskı Teknolojisinin Maliyet Analizi”, Yüksek Lisans Tezi, Kırklareli Üniversitesi, 2025.
11. Yum, M. S., “Etkileşimsel Özelliklerin Belirlenerek Değerlendirilmesi”, Online Journal of Art and Design, Vol. 9, Issue 2, Pages 203-223, 2021.</mixed-citation>
                    </ref>
                                    <ref id="ref8">
                        <label>8</label>
                        <mixed-citation publication-type="journal">12. Tümer, M. B., “Üç Boyutlu Yazıcılar ve Günümüz Mimarisinde Kullanımı”, Yüksek Lisans Tezi, Işık Üniversitesi, İstanbul, 2020</mixed-citation>
                    </ref>
                                    <ref id="ref9">
                        <label>9</label>
                        <mixed-citation publication-type="journal">13. Kaplan, Ş., “3 Boyutlu (3D) Yazıcı Teknolojisinin Yapı Sektöründe Kullanım Potansiyeline Yönelik Bir Araştırma”, Yüksek Lisans Tezi, Gebze Teknik Üniversitesi, Kocaeli, 2025</mixed-citation>
                    </ref>
                                    <ref id="ref10">
                        <label>10</label>
                        <mixed-citation publication-type="journal">14. Baş, E., “Acil Barınma Ünitesi Temininde Parametrik Tasarım ve Katmanlı Üretimin İncelenmesi”, Yüksek Lisans Tezi, TOBB Ekonomi ve Teknoloji Üniversitesi, Ankara, 2020.</mixed-citation>
                    </ref>
                                    <ref id="ref11">
                        <label>11</label>
                        <mixed-citation publication-type="journal">15. WASP, “3D Printed House Tecla”, https://www.3dwasp.com/en/3d-printed-house-tecla/, July 24, 2025.</mixed-citation>
                    </ref>
                                    <ref id="ref12">
                        <label>12</label>
                        <mixed-citation publication-type="journal">16. ICON, “House Zero”, https://www.iconbuild.com/projects/house-zero, July 24, 2025.</mixed-citation>
                    </ref>
                                    <ref id="ref13">
                        <label>13</label>
                        <mixed-citation publication-type="journal">17. The University of Maine, “BioHome3D”, https://composites.umaine.edu/advanced-manufacturing/biohome3d/, August 1, 2025.</mixed-citation>
                    </ref>
                                    <ref id="ref14">
                        <label>14</label>
                        <mixed-citation publication-type="journal">18. Karaarslan, M. H., “3 Boyutlu Yazdırma Teknolojisi: Sosyoekonomik Etkileri İçin Yeni Ufuklar”, Girişimcilik ve Kalkınma Dergisi, Vol. 10, Issue 1, Pages 152-166, 2015.</mixed-citation>
                    </ref>
                                    <ref id="ref15">
                        <label>15</label>
                        <mixed-citation publication-type="journal">19. Tarhan, Y., “Dijital üretimli çimento esaslı kompozitlerin donma-çözülme direnci ve boşluk yapılarının incelenmesi”, Doktora Tezi, Atatürk Üniversitesi, Erzurum, 2020.</mixed-citation>
                    </ref>
                                    <ref id="ref16">
                        <label>16</label>
                        <mixed-citation publication-type="journal">20. Russell, S. J., Norvig, P., “Artificial Intelligence: A Modern Approach (3rd ed.)”, Pages 1-35, Pearson Education, New York, 2016.</mixed-citation>
                    </ref>
                                    <ref id="ref17">
                        <label>17</label>
                        <mixed-citation publication-type="journal">21. Nilsson, N. J., “Artificial Intelligence A New Synthesis”, Morgan Kaufmann Publishers, China Machine Press, China, Pages 1-46, 1998</mixed-citation>
                    </ref>
                                    <ref id="ref18">
                        <label>18</label>
                        <mixed-citation publication-type="journal">22. Sağlam, B., Çelik, T., “Mimarlık ve Ütopya: Yapay Zeka ile Üretken Tasarım Denemeleri”, Mimarlık Dergisi, Issue 429, Pages 59–64, 2023.</mixed-citation>
                    </ref>
                                    <ref id="ref19">
                        <label>19</label>
                        <mixed-citation publication-type="journal">23. Azad, M. A., Olawuni, D., Kimbell, G., Badruddoza, A. Z. M., Hossain, M. S., Sultana, T., “Polymers For Extrusion-Based 3D Printing Of Pharmaceuticals: A Holistic Materials–Process Perspective”, Pharmaceutics, Vol. 12, Issue 2, Pages 90-124, 2020.</mixed-citation>
                    </ref>
                                    <ref id="ref20">
                        <label>20</label>
                        <mixed-citation publication-type="journal">24. Wang, L., Zhang, H. C., Wang, Q., “On the concepts of artificial intelligence and innovative design in product design”, IOP Conf. Series: Materials Science and Engineering, Pages 1-6, 2019.</mixed-citation>
                    </ref>
                                    <ref id="ref21">
                        <label>21</label>
                        <mixed-citation publication-type="journal">25. Burry, M., “Algorithmic Architecture”, Architectural Design, Vol. 81, Issue 2, Pages 14–21, 2011.</mixed-citation>
                    </ref>
                                    <ref id="ref22">
                        <label>22</label>
                        <mixed-citation publication-type="journal">26. Bayazıt, N., “Endüstriyel Tasarımcılar İçin Tasarlama Kuramları ve Metotları”, Pages 45-150, Birsen Yayınevi, İstanbul, 2004.</mixed-citation>
                    </ref>
                                    <ref id="ref23">
                        <label>23</label>
                        <mixed-citation publication-type="journal">27. Bölek, B., Tutal, O., Özbaşaran, H., “A systematic review on artificial intelligence applications in architecture”, Journal of Design for Resilience in Architecture and Planning, Vol. 4, Issue 1, Pages 91–104, 2023.</mixed-citation>
                    </ref>
                                    <ref id="ref24">
                        <label>24</label>
                        <mixed-citation publication-type="journal">28. White, J., Fu, Q., Hays, S., Sandborn, M., Olea, C., Gilbert, H., Schmidt, D., “A prompt pattern catalog to enhance prompt engineering with ChatGPT”, arXiv, Pages 1-27, 2023.</mixed-citation>
                    </ref>
                                    <ref id="ref25">
                        <label>25</label>
                        <mixed-citation publication-type="journal">29. Liu, V., Chilton, L. B., “Design guidelines for prompt engineering text-to-image generative models”, Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems, Pages 1-23, New Orleans, 2022.</mixed-citation>
                    </ref>
                                    <ref id="ref26">
                        <label>26</label>
                        <mixed-citation publication-type="journal">30. Avcı, E., “Akıllı şehirler için üretken yapay zekâ kavramsal çerçevesi”, Kent Akademisi, Vol. 17, Issue 5, Pages 1654-1675, 2024.</mixed-citation>
                    </ref>
                                    <ref id="ref27">
                        <label>27</label>
                        <mixed-citation publication-type="journal">31. Oxman, N., “Material-based design computation”, Doktora Tezi, Massachusetts Institute of Technology, Massachusetts, 2010.</mixed-citation>
                    </ref>
                                    <ref id="ref28">
                        <label>28</label>
                        <mixed-citation publication-type="journal">32. Şuta, O., “Yapay Zekânın Mimarlığa Yansıması”, XIV. Uluslararası Sinan Sempozyumu, Pages 1-6, Edirne, 2025.</mixed-citation>
                    </ref>
                                    <ref id="ref29">
                        <label>29</label>
                        <mixed-citation publication-type="journal">33. Parametric House, “Daedalus Pavilion”, https://parametrichouse.com/daedalus-pavilion/, August 3, 2025.</mixed-citation>
                    </ref>
                                    <ref id="ref30">
                        <label>30</label>
                        <mixed-citation publication-type="journal">34. Develioğlu, F., “Osmanlıca-Türkçe ansiklopedik lügat”, Pages 1-30, Aydın Kitabevi, Ankara, 1998.</mixed-citation>
                    </ref>
                                    <ref id="ref31">
                        <label>31</label>
                        <mixed-citation publication-type="journal">35. Sennett, R., “Otorite”, Çeviri: Durand, K., Ayrıntı Yayınları, İstanbul, Pages 1-40, 2021.</mixed-citation>
                    </ref>
                                    <ref id="ref32">
                        <label>32</label>
                        <mixed-citation publication-type="journal">36. Darı, A. B., &amp; Koçyiğit, A., ‘‘Yapay zekâ ve etik: Yeni medyanın dönüşümünde sorumluluk ve sınırlar’’, İletişim ve Toplum Araştırmaları Dergisi, Vol. 4, Issue 2, Pages 246-261, 2024.</mixed-citation>
                    </ref>
                                    <ref id="ref33">
                        <label>33</label>
                        <mixed-citation publication-type="journal">37. Sarkar, M. K., Sarkar, S. S. D., “The ethics of artificial intelligence: Ethics and moral challenges”, Educational Administration: Theory and Practice, Vol. 30, Issue 5, Pages 12367-12372, 2024.</mixed-citation>
                    </ref>
                                    <ref id="ref34">
                        <label>34</label>
                        <mixed-citation publication-type="journal">38. Floridi, L., “Soft ethics, the governance of the digital and the General Data Protection Regulation”, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 376, Issue 2133, Pages 1-27, 2018.</mixed-citation>
                    </ref>
                            </ref-list>
                    </back>
    </article>
