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Generative Transformers for Design Concept Generation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Generating novel and useful concepts is essential during the early design stage to explore a large variety of design opportunities, which usually requires advanced design thinking ability and a wide range of knowledge from ...
Generative Transformers for Design Concept Generation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Generating novel and useful concepts is essential during the early design stage to explore a large variety of design opportunities, which usually requires advanced design thinking ability and a wide range of knowledge from ...
Toward Artificial Empathy for Human-Centered Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In the early stages of the design process, designers explore opportunities by discovering unmet needs and developing innovative concepts as potential solutions. From a human-centered design perspective, designers must ...
Reading Users' Minds With Large Language Models: Mental Inference for Artificial Empathy in Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In human-centered design, developing a comprehensive and in-depth understanding of user experiences—empathic understanding—is paramount for designing products that truly meet human needs. Nevertheless, accurately comprehending ...
Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Biological systems in nature have evolved for millions of years to adapt and survive the environment. Many features they developed can be inspirational and beneficial for solving technical problems in modern industries. ...