An artificial intelligence based data-driven approach for design ideation
Ideation is a source of innovation and creativity, and is commonly used in early stages of
engineering design processes. This paper proposes an integrated approach for enhancing …
engineering design processes. This paper proposes an integrated approach for enhancing …
Drawing and ideation process in design education: A systematic literature review
This paper reports a systematic literature review focusing on design student drawing
practices using PRISMA guidelines. The review aimed at investigating the role of drawing as …
practices using PRISMA guidelines. The review aimed at investigating the role of drawing as …
A Task-Decomposed AI-Aided Approach for Generative Conceptual Design
Generative algorithm-based conceptual design has been innovatively applied as an
emerging digital design paradigm for early-stage design ideation. With powerful large …
emerging digital design paradigm for early-stage design ideation. With powerful large …
Development of an ai userbot for engineering design education using an intent and flow combined framework
YH Chien, CK Yao - Applied Sciences, 2020 - mdpi.com
As the inclusion of users in the design process receives greater attention, designers need to
not only understand users, but also further cooperate with them. Therefore, engineering …
not only understand users, but also further cooperate with them. Therefore, engineering …
Conceptual product design in digital and traditional sketching environments: a comparative exploratory study
JD Camba, M Kimbrough… - Journal of Design …, 2018 - inderscienceonline.com
In the field of product design, conceptual sketching involves not only the rapid creation of
ideas, but also the delivery of high-quality drawings with specific aesthetic attributes and a …
ideas, but also the delivery of high-quality drawings with specific aesthetic attributes and a …
Integrating AIGC into product design ideation teaching: An empirical study on self-efficacy and learning outcomes
KL Huang, YC Liu, MQ Dong, CC Lu - Learning and Instruction, 2024 - Elsevier
Background The emergence of artificial intelligence-generated content (AIGC) in the realm
of education, notably in product design, signifies a watershed moment, heralding significant …
of education, notably in product design, signifies a watershed moment, heralding significant …
Towards Controllable Generative Design: A Conceptual Design Generation Approach Leveraging the FBS Ontology and Large Language Models
Recent research in the field of design engineering is primarily focusing on using AI
technologies such as Large Language Models (LLMs) to assist early-stage design. The …
technologies such as Large Language Models (LLMs) to assist early-stage design. The …
Thoughts and tools for crafting colors: Implications from designers' behavior
Despite the substantial changes made in the platforms to create graphic works, it is hard to
clarify the improvement of authoring tools to manipulate design components such as colors …
clarify the improvement of authoring tools to manipulate design components such as colors …
Exploring the effect of a visual constraint on students' design cognition
M Ashrafganjouei, JS Gero - AI EDAM, 2021 - cambridge.org
This paper presents the results of a study that explores the effect of a visual constraint on
design behaviors of architecture students. To examine this effect, 24 second-year …
design behaviors of architecture students. To examine this effect, 24 second-year …
Liuqing Chen
H Zuo, Z Cai, Y Yin, Y Zhang… - Journal of …, 2024 - asmedigitalcollection.asme.org
Recent research in the field of design engineering is primarily focusing on using AI
technologies such as Large Language Models (LLMs) to assist early-stage design. The …
technologies such as Large Language Models (LLMs) to assist early-stage design. The …