Multi-modal machine learning in engineering design: A review and future directions

B Song, R Zhou, F Ahmed - … of Computing and …, 2024 - asmedigitalcollection.asme.org
In the rapidly advancing field of multi-modal machine learning (MMML), the convergence of
multiple data modalities has the potential to reshape various applications. This paper …

What is a Prototype? What are the Roles of Prototypes in Companies?

CA Lauff, D Kotys-Schwartz… - Journal of …, 2018 - asmedigitalcollection.asme.org
Prototy** is an essential part of product development in companies, and yet it is one of the
least explored areas of design practice. There are limited ethnographic studies conducted …

[HTML][HTML] Novice designers' use of prototypes in engineering design

M Deininger, SR Daly, KH Sienko, JC Lee - Design studies, 2017 - Elsevier
Highlights•Novice designers' prototy** conceptions were less sophisticated than their
reported use.•Many prototy** behaviors reflected literature-based best practices.•Several …

Cavitation–vortex–turbulence interaction and one-dimensional model prediction of pressure for hydrofoil ALE15 by large eddy simulation

M Liu, L Tan, S Cao - Journal of Fluids Engineering, 2019 - asmedigitalcollection.asme.org
The cavitating flow around the asymmetric leading edge (ALE) 15 hydrofoil is investigated
through large eddy simulation with the modified Schnerr–Sauer cavitation model, which …

Exploring the use of AR technology for co-creative product and packaging design

G Cascini, J O'Hare, E Dekoninck, N Becattini… - Computers in …, 2020 - Elsevier
Abstract Extended Reality technologies, including Virtual Reality (VR) and Augmented
Reality (AR), are being applied in a wide variety of industrial applications, but their use …

Develo** and user-testing a “Digital Twins” prototy** tool for architectural design

S Kalantari, S Pourjabar, TB Xu, J Kan - Automation in Construction, 2022 - Elsevier
The researchers developed and tested a hybrid physical/digital toolset for architectural
prototy**, named “Ph2D,” which allows adjustments in a physical floorplan model to be …

Virtual Reality design-build-test games with physics simulation: opportunities for researching design cognition

MA Neroni, A Oti, N Crilly - International Journal of Design …, 2021 - Taylor & Francis
Increasing the range of methods available for researching design cognition provides new
opportunities for studying the phenomena of interest. Here we propose an approach for …

Analysis of designer emotions in collaborative and traditional computer-aided design

J Zhou, V Phadnis… - Journal of …, 2021 - asmedigitalcollection.asme.org
We developed a new method to link designer emotions with corresponding designer
activities while using computer-aided design (cad) software. Our method employs …

Prototy** for context: exploring stakeholder feedback based on prototype type, stakeholder group and question type

M Deininger, SR Daly, JC Lee, CM Seifert… - Research in engineering …, 2019 - Springer
Engineering designers frequently use prototypes to gather input from stakeholders. Design
guidelines recommend the use of quick and simple prototypes early and often in a design …

Interplay of sketching & prototy** in early stage product design

Q Bao, D Faas, M Yang - International Journal of Design Creativity …, 2018 - Taylor & Francis
Research suggests that, for the design of simple mechanisms, sketching and prototy** are
somewhat interchangeable in terms of their influence on idea quantity and quality. This …