Towards cognitive intelligence-enabled product design: The evolution, state-of-the-art, and future of AI-enabled product design
Engineering design researchers have increasing interests in leveraging artificial intelligence
(AI) techniques to a wide range of product design tasks, such as customer requirement …
(AI) techniques to a wide range of product design tasks, such as customer requirement …
Generative ai and process systems engineering: The next frontier
This review article explores how emerging generative artificial intelligence (GenAI) models,
such as large language models (LLMs), can enhance solution methodologies within process …
such as large language models (LLMs), can enhance solution methodologies within process …
Automated clash resolution for reinforcement steel design in precast concrete wall panels via generative adversarial network and reinforcement learning
The increasing adoption of precast concrete elements (PCEs) is evident in civil infrastructure
projects. The structural integrity of prefabricated structures relies on the quality of …
projects. The structural integrity of prefabricated structures relies on the quality of …
Bio-inspired generative design for engineering products: A case study for flap** wing shape exploration
Nature has undergone millions of years of evolution, enabling organisms to adapt and
survive in their environment. The remarkable features developed by these organisms serve …
survive in their environment. The remarkable features developed by these organisms serve …
BIGaze: An eye-gaze action-guided Bayesian information gain framework for information exploration
Bayesian information gain (BIG) framework-based information exploration studies have
generally focused on explicit interactions, such as user browsing via keyboard and mouse …
generally focused on explicit interactions, such as user browsing via keyboard and mouse …
DMDAT: diffusion model-based data augmentation technique for vision-based accident detection in vehicular networks
Generative AI (GAI) has garnered significant attention recently with the upsurge of ChatGPT
and similar models. Research has shown that GAI technology has significantly contributed to …
and similar models. Research has shown that GAI technology has significantly contributed to …
Intelligent floor plan design of modular high-rise residential building based on graph-constrained generative adversarial networks
J Liu, Z Qiu, L Wang, P Liu, G Cheng, Y Chen - Automation in Construction, 2024 - Elsevier
In the context of Modular High-Rise Residential Buildings (MHRBs), designing floor plans
involves intricate complexities due to the need for adherence to numerous domain-specific …
involves intricate complexities due to the need for adherence to numerous domain-specific …
An adaptive melody search algorithm based on low-level heuristics for Material feeding scheduling optimization in a hybrid kitting system
Y Huang, L Zhao, B Zhou - Advanced Engineering Informatics, 2024 - Elsevier
Facing highly diversified market demands in automotive industry, changing variants of
components produced in mixed-model assembly lines (MMALs) has led to an increasing …
components produced in mixed-model assembly lines (MMALs) has led to an increasing …
Population evolution analysis in collective intelligence design ecosystem
Abstract The Collective Intelligent Design Ecosystem is a dynamic ecosystem founded on an
online design platform that leverages collective intelligence to support the creation of novel …
online design platform that leverages collective intelligence to support the creation of novel …