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A survey of emerging applications of large language models for problems in mechanics, product design, and manufacturing
KB Mustapha - Advanced Engineering Informatics, 2025 - Elsevier
In the span of three years, the application of large language models (LLMs) has accelerated
across a multitude of professional sectors. Amid this development, a new collection of …
across a multitude of professional sectors. Amid this development, a new collection of …
Large language model agent as a mechanical designer
Y Jadhav, AB Farimani - ar** ideation methods,
such as morphological analysis and design-by-analogy, to aid engineering design ideation …
such as morphological analysis and design-by-analogy, to aid engineering design ideation …
Sketch2Prototype: rapid conceptual design exploration and prototy** with generative AI
Sketch2Prototype is an AI-based framework that transforms a hand-drawn sketch into a
diverse set of 2D images and 3D prototypes through sketch-to-text, text-to-image, and image …
diverse set of 2D images and 3D prototypes through sketch-to-text, text-to-image, and image …
[HTML][HTML] From automation to augmentation: Redefining engineering design and manufacturing in the age of NextGen-AI
In the mid-2010s, as computing and other digital technologies matured (), researchers
began to speculate about a new era of innovation—with artificial intelligence (AI) as the …
began to speculate about a new era of innovation—with artificial intelligence (AI) as the …
From cloud to edge: Rethinking generative ai for low-resource design challenges
Generative Artificial Intelligence (AI) has shown tremendous prospects in all aspects of
technology, including design. However, due to its heavy demand on resources, it is usually …
technology, including design. However, due to its heavy demand on resources, it is usually …
[HTML][HTML] Systematic synthesis of design prompts for large language models in conceptual design
Recent advancements in large language models (LLMs) demonstrate great potential in
supporting engineering design, especially conceptual design. Prompt engineering plays an …
supporting engineering design, especially conceptual design. Prompt engineering plays an …
Evaluating large language models for material selection
Material selection is a crucial step in conceptual design due to its significant impact on the
functionality, aesthetics, manufacturability, and sustainability impact of the final product. This …
functionality, aesthetics, manufacturability, and sustainability impact of the final product. This …
A hybrid prototype method combining physical models and generative artificial intelligence to support creativity in conceptual design
Conceptual design is an essential stage in the design process, and its ultimate success
largely depends on designers' creativity. Both physical and digital prototypes are commonly …
largely depends on designers' creativity. Both physical and digital prototypes are commonly …