A review of digital twin applications in civil and infrastructure emergency management

R Cheng, L Hou, S Xu - Buildings, 2023 - mdpi.com
Natural disasters can cause severe damages to civil infrastructure and lead to extensive
economic losses and casualties. To improve the emergency response capability of civil …

Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric …

M Płoszaj-Mazurek, E Ryńska, M Grochulska-Salak - Energies, 2020 - mdpi.com
The analyzed research issue provides a model for Carbon Footprint estimation at an early
design stage. In the context of climate neutrality, it is important to introduce regenerative …

Exploringthe potential of artificial intelligence as a tool for architectural design: A perception study using gaudí'sworks

Z Zhang, JM Fort, LG Mateu - Buildings, 2023 - mdpi.com
This study undertakes a comprehensive investigation into the comparison of designs
between the acclaimed architect Antoni Gaudí and those produced by an artificial …

Integrating ChatGPT, Bard, and leading-edge generative artificial intelligence in architectural design and engineering: applications, framework, and challenges

N Rane, S Choudhary, J Rane - 2023 - papers.ssrn.com
This research paper delves into the integration of advanced generative artificial intelligence
(AI) models, such as ChatGPT, Bard, and similar architectures, within the realms of …

Deep Form Finding Using Variational Autoencoders for deep form finding of structural typologies

J De Miguel, ME Villafañe, L Piskorec… - 37th Conference on …, 2019 - research.aalto.fi
In this paper, we are aiming to present a methodology for generation, manipulation and form
finding of structural typologies using variational autoencoders, a machine learning model …

Artificial intelligence applications in earthquake resistant architectural design: Determination of irregular structural systems with deep learning and ImageAI method

K Bingol, AE Akan, HT Örmecioğlu, A Er - 2020 - open.metu.edu.tr
Although the architectural design process is carried out with the collaboration of experts who
are experienced in many different areas from the main preferences to the detailing stage, the …

Modelling AI in architectural education

L Başarır - Gazi University Journal of Science, 2021 - dergipark.org.tr
This work displays an outlook on major questions concerning the integration of Artificial
Intelligence (AI) in Architectural education. Gradually, part of the domain knowledge and …

Depreme dayanıklı mimari tasarımda yapay zeka uygulamaları: Derin öğrenme ve görüntü işleme yöntemi ile düzensiz taşıyıcı sistem tespiti

K Bingöl, AE Akan, HT Örmecioğlu… - … Mimarlık Fakültesi Dergisi, 2020 - dergipark.org.tr
Mimari tasarım süreci ana tasarım kararlarınınalınmasından detaylandırma aşamasına kadar
farklı birçok konuda uzmanlaşmışkişilerin işbirliği ile gerçekleşse de ana kararların alınması …

[PDF][PDF] Machine learning methods in energy simulations for architects and designers

A Sebestyen, J Tyc - Proceedings of the 38th eCAADe …, 2020 - papers.cumincad.org
Application of Machine Learning (ML) in the field of architecture is a worthwhile topic to
discuss in the context of digital architecture. Authors propose to extend this discussion …

Generation of geometric interpolations of building types with deep variational autoencoders

J de Miguel Rodríguez, ME Villafañe, L Piškorec… - Design …, 2020 - cambridge.org
This work presents a methodology for the generation of novel 3D objects resembling
wireframes of building types. These result from the reconstruction of interpolated locations …