Understanding representation: Contrasting gesture and sketching in design through dual-process theory

P Cash, A Maier - Design Studies, 2021 - Elsevier
Highlights•A multi-experiment study of gesture and sketching across design tasks.•A novel
dual-process theory explanation of design representation.•Identification of match between …

Revisiting problem-solution co-evolution in the context of team conceptual design activity

T Martinec, S Škec, MM Perišić, M Štorga - Applied Sciences, 2020 - mdpi.com
The conventional prescriptive and descriptive models of design typically decompose the
overall design process into elementary processes, such as analysis, synthesis, and …

Comparing design outcomes achieved by teams of expert and novice designers through agent-based simulation

H Singh, G Cascini, C McComb - Proceedings of the Design Society, 2021 - cambridge.org
Previous research has shown that experienced and novice individuals behave and think
differently. Although experienced individuals are better at solving problems, organisations …

The emergence and impact of synchrony in design teams: a computational study

MM Perišić, M Štorga, J Gero - Proceedings of the Design Society, 2023 - cambridge.org
Studies revealed that, while collaborating, humans tend to synchronise on multiple levels
(eg, neurocognitive or physiological). Inter-brain synchrony has been linked to improved …

A Computational Model of Human Proficiency in Engineering Configuration Design

E Brownell, J Cagan… - Journal of …, 2023 - asmedigitalcollection.asme.org
This work introduces the Proficient Simulated Annealing Design Agent Model (PSADA), a
cognitively inspired, agent-based model of engineering configuration design. PSADA …

Learning Proficient Behavior With Computational Agents in Engineering Configuration Design

E Brownell, K Kotovsky… - Journal of …, 2025 - asmedigitalcollection.asme.org
A novel approach for computational agents to learn proficient behavior in engineering
configuration design that is inspired by human learning is introduced in this work. The …

Computational study on design space expansion during teamwork

MM Perisic, M Štorga, JS Gero - Proceedings of the Design Society, 2021 - cambridge.org
When observing a design space expansion during teamwork, several studies found that
cumulative solution-related issues' occurrence follows a linear trend. Such findings …

Collaborative design: Evolution of project's information and role of the graphic interactions

G Baudoux, P Leclercq - … Conference on-Design Computing and Cognition, 2022 - Springer
Faced with challenges of new collaborative and digital design processes, it is necessary to
understand how to support architectural design to articulate the information from the …

Effect of team diversity on teams' design space: a computational approach

MM Škec, M Štorga, JS Gero - Proceedings of the Design Society, 2024 - cambridge.org
Understanding team diversity has become essential for modern-day organisations. This
study explores the impact of knowledge diversity in design teams through computational …

Does Design Proficiency Matter in Engineering Design Teams? A Computational Model and Experiments

E Brownell, J Cagan… - … and Information in …, 2022 - asmedigitalcollection.asme.org
A cognitively inspired, agent-based model of engineering design proficiency is introduced in
this work. Proficiency is modeled using move selection heuristics and problem space search …