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Multimodal generative AI and generative design empower architects to create better-performing, sustainable, and efficient design solutions and explore diverse design possibilities.
Adam Fitriawijaya, Taysheng Jeng
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The use of generative design has been suggested to be a novel approach that allows designers to take advantage of computers’ computational capabilities in the exploration of design alternatives. However, the field is still sparsely explored.
Jani Mukkavaara, Marcus Sandberg
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Progress and Challenges in Generative Product Design: A Review of Systems
Design is a challenging task that is crucial to all product development. Advances in design computing may allow machines to move from a supporting role to generators of design content. Generative Design systems produce designs by algorithms and offer the
James Mountstephens, Jason Teo
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Generative AI models for different steps in architectural design: A literature review
Recent advances in generative artificial intelligence (AI) technologies have been significantly driven by models such as generative adversarial networks (GANs), variational autoencoders (VAEs), and denoising diffusion probabilistic models (DDPMs ...
Chengyuan Li +4 more
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How generative AI supports human in conceptual design
Generative Artificial Intelligence (Generative AI) is a collection of AI technologies that can generate new information such as texts and images. With its strong capabilities, Generative AI has been actively studied in creative design processes. However,
Liuqing Chen +5 more
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Values (why to conserve) and Attributes (what to conserve) are essential concepts of cultural heritage. Recent studies have been using social media to map values and attributes conveyed by the public to cultural heritage.
Nan Bai +3 more
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The use of generative design for the architectural solutions synthesis in the typical construction of residential buildings [PDF]
The study deals with the application of generative design technology in solving architectural and construction problems. Generative design is a powerful tool for creating design choices.
Smorzhenkov Nikita, Ignatova Elena
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A Framework for the Definiton of a Generative Design Pattern [PDF]
Conventional design patterns found in many pattern catalogues are static components of reusable design knowledge. They are fully descriptive of the problems they will solve, but the descriptive knowledge and design they provide does not describe how they
Wilson, David
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Attribute-Aware Generative Design With Generative Adversarial Networks
The designers' tendency to adhere to a specific mental set and heavy emotional investment in their initial ideas often limit their ability to innovate during the design ideation process.
Chenxi Yuan, Mohsen Moghaddam
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Generative AI Design and Exploration of Nucleoside Analogs [PDF]
Nucleosides are fundamental building blocks of DNA and RNA in all life forms and viruses. In addition, natural nucleosides and their analogs are critical in prebiotic chemistry, innate immunity, signaling, antiviral drug discovery and artificial ...
Damien, Dablain +2 more
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