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BuildingsMultimodal 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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Generative AI models for different steps in architectural design: A literature review
Frontiers of Architectural ResearchRecent 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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Progress and Challenges in Generative Product Design: A Review of Systems
Computers, 2020 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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ISPRS International Journal of Geo-Information, 2022 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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Sustainability of construction based on digital and modular technologies [PDF]
E3S Web of Conferences, 2023 The XXI century has confronted humanity with a number of global environmental and social problems. Some of them depend on the construction industry. The tasks of ensuring the sustainability of construction have become relevant.
Smorzhenkov Nikita, Ignatova Elena
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Attribute-Aware Generative Design With Generative Adversarial Networks
IEEE Access, 2020 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 Systems in Design [PDF]
Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 1999 Generative research in design investigates compact representations that facilitate the rapid exploration of large design spaces. It includes among other things: rule-based systems, feature structures, and genetic algorithms. Generative systems are being applied to a variety of design problems from various disciplines including engineering, product
Samir Emdanat +2 more
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Buildings, 2020 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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Buildings, 2022 Providing pedestrian accessibility to urban services is a big challenge and a key factor in creating more walkable urban areas. Moreover, it is a critical aspect of climate-resilient urban planning as it is broadly assumed that neighborhoods with greater
Fernando T. Lima +2 more
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Bayesian generalized network design [PDF]
Theoretical Computer Science, 2020 25 pages, 0 figure. An extended abstract of this paper is to appear in the 27th Annual European Symposium on Algorithms (ESA 2019)
Yuval Emek +3 more
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