Sustainability considerations in digital fabrication design education

GV Georgiev, V Nanjappan - Sustainability, 2023 - mdpi.com
Design education utilising digital fabrication is characterised by a dynamic project-based
learning environment in which ideas are embodied in prototypes. This environment affects …

Benchmarking AI design skills: insights from ChatGPT's participation in a prototy** hackathon

DN Ege, HH Øvrebø, V Stubberud, MF Berg… - Proceedings of the …, 2024 - cambridge.org
This study provides insights into the capabilities and performance of generative AI,
specifically ChatGPT, in engineering design. ChatGPT participated in a 48-hour hackathon …

[HTML][HTML] The prototype taxonomised: Towards the capture, curation, and integration of physical models in new product development

D Jones, J Gopsill, R Real, C Snider, H Felton… - Computers in …, 2024 - Elsevier
The management of data related to prototypes created during new product development is
seen as a beneficial yet challenging activity. While attempts have been made to understand …

What, how and when should I prototype? An empirical study of design team prototy** practices at the IDEA challenge hackathon

DN Ege, M Goudswaard, J Gopsill, M Steinert… - Design …, 2024 - cambridge.org
To improve understanding of prototy** practice at the fuzzy front end of the design
process, this article presents an analysis of a prototy** dataset captured during the IDEA …

Data mining prototy** knowledge graphs for design process insights

J Gopsill, L Giunta, M Goudswaard… - Journal of Engineering …, 2024 - Taylor & Francis
Advancements in prototy** knowledge capture have resulted in several graph-based
schemas where nodes represent prototy** activities and individuals, and edges represent …

[HTML][HTML] The TrollLabs open hackathon dataset: Generative AI and large language models for prototy** in engineering design

DN Ege, HH Øvrebø, V Stubberud, MF Berg, C Elverum… - Data in Brief, 2024 - Elsevier
Abstract The TrollLabs Open dataset includes comprehensive information that offers a
comparison of design practices and outcomes between human participants and Generative …

ChatGPT as an inventor: Eliciting the strengths and weaknesses of current large language models against humans in engineering design

DN Ege, HH Øvrebø, V Stubberud, MF Berg, C Elverum… - AI EDAM, 2025 - cambridge.org
This study compares the design practices and performance of ChatGPT 4.0, a large
language model (LLM), against graduate engineering students in a 48-h prototy** …

Virtually hosted hackathons for design research: lessons learned from the international design engineering annual (IDEA) challenge 2022

DN Ege, M Goudswaard, O Nesheim… - Proceedings of the …, 2023 - cambridge.org
The International Design Engineering Annual (IDEA) Challenge is a virtually hosted
hackathon for Engineering Design researchers with aims of: i) generating open access …

[HTML][HTML] IDEA challenge 2022 dataset: Prototypes from a design Hackathon

DN Ege, M Goudswaard, J Gopsill, B Hicks, M Steinert - Data in Brief, 2024 - Elsevier
The IDEA Challenge 2022 prototy** dataset comprises a total of 240 prototype entries
with 1049 edges (connections) and can provide valuable insights into prototy** practices …

How should we prototype? Establishing the affordances of prototy** media and approaches

C Snider, M Goudswaard, C Ranscombe… - Proceedings of the …, 2023 - cambridge.org
The breadth of media and approaches used when prototy** are vast, with each holding
inherent properties that vary their suitability for a given prototy** activity. While several …