[PDF][PDF] Is language all we need? a query into architectural semantics using a multimodal generative workflow

D Bolojan, E Vermisso, S Yousif - … -Aided Architectural Design …, 2022 - papers.cumincad.org
artificial intelligence (AI)-assisted workflows can address the limitations of current language-based
models and streamline machine-vision related tasks for architectural design… a building

Architectural facade recognition and generation through generative adversarial networks

Q Yu, J Malaeb, W Ma - … on Big Data & Artificial Intelligence & …, 2020 - ieeexplore.ieee.org
… It can be seen that in the future, artificial intelligence will not only replace repetitive worN, but
Artificial intelligence is very liNely to greatly expand human capabilities, so that designers

Generative urban design: A systematic review on problem formulation, design generation, and decision-making

F Jiang, J Ma, CJ Webster, AJF Chiaradia, Y Zhou… - Progress in …, 2024 - Elsevier
… of artificial intelligence (AI) and computational capacity, generative urban design (GUD) has
… an important factor in generative building design, so this subdomain attracts lots of attention. …

[PDF][PDF] Deep learning-based surrogate modeling for performance-driven generative design systems

S Yousif, D Bolojan - … for Computer-Aided Architectural Design …, 2022 - papers.cumincad.org
… Within the context of recent research to augment the design process with artificial intelligence
(AI), this work contributes by introducing a new method. The proposed method automates …

MLGen: generative design framework based on machine learning and topology optimization

NA Kallioras, ND Lagaros - Applied Sciences, 2021 - mdpi.com
… Parametric design has been gaining ground in the architectural design literature in the past
… the design codes and/or as defined by the designer. In this study, a novel generative design

Generative design in building information modelling (BIM): approaches and requirements

W Ma, X Wang, J Wang, X Xiang, J Sun - Sensors, 2021 - mdpi.com
… This research aims to guide designers in the buildingGenerative design (GD) as a rule-driven
iterative design process … , iterate, and optimise design possibilities by defining high-level …

Creative Computing and Harnessing the Power of Generative Artificial Intelligence

S Shukla - Journal Environmental Sciences And Technology, 2023 - jest.com.pk
generative AI algorithms, designers and architects can … In conclusion, the integration of
generative artificial intelligence (… implications for artistic expression, design innovation, and human…

Artificial Neural Network–Based Generative Design Optimization of the Energy Performance of Florida Single-Family Houses

R Elias, RRA Issa - Journal of Computing in Civil Engineering, 2024 - ascelibrary.org
artificial neural network–based generative design framework that was able to automate the
design … the design process of other building types, such as commercial buildings, for which …

Simplified Methods for Generative Design That Combine Evaluation Techniques for Automated Conceptual Building Design

J Lee, W Cho, D Kang, J Lee - Applied Sciences, 2023 - mdpi.com
… in the realm of design optimization, using artificial intelligence data-driven approaches and
… interest in generative design, a process that automatically generates algorithm-based design

[PDF][PDF] Investigating the Prospects of Generative Artificial Intelligence

M Mandapuram, SS Gutlapalli, A Bodepudi… - Asian Journal of …, 2018 - i-proclaim.my
machine learning known as Generative Artificial Intelligence (… by fully generative artificial
intelligence are available. … are currently building and releasing their competing systems. …