Exploring challenges and opportunities to support designers in learning to co-create with AI-based manufacturing design tools

F Gmeiner, H Yang, L Yao, K Holstein… - Proceedings of the 2023 …, 2023 - dl.acm.org
AI-based design tools are proliferating in professional software to assist engineering and
industrial designers in complex manufacturing and design tasks. These tools take on more …

Team Learning as a Lens for Designing Human-AI Co-Creative Systems

F Gmeiner, K Holstein, N Martelaro - arXiv preprint arXiv:2207.02996, 2022 - arxiv.org
Generative, ML-driven interactive systems have the potential to change how people interact
with computers in creative processes-turning tools into co-creators. However, it is still …

Application of Artificial Intelligence in Design Automation: A Two-Stage Framework for Structure Configuration and Design

M Li, Q Zheng, B Ashuri - Journal of Construction Engineering and …, 2024 - ascelibrary.org
Civil engineering design problems are inherently complex, characterized by iterative
processes, multiple criteria, and time-consuming manual design work. Traditional methods …

Classifying component function in product assemblies with graph neural networks

V Ferrero, B DuPont, K Hassani… - Journal of …, 2022 - asmedigitalcollection.asme.org
Function is defined as the ensemble of tasks that enable the product to complete the
designed purpose. Functional tools, such as functional modeling, offer decision guidance in …

Improving Designer Learning in Design Space Exploration by Adapting to the Designer's Learning Goals

A Virós-i-Martin, D Selva - … and Information in …, 2022 - asmedigitalcollection.asme.org
Abstract Design space exploration is a design method by which the designer tries to learn
important information about a design problem (eg, main design trade-offs, sensitivities …

A framework to study Human-AI collaborative design space exploration

A Viros-i-Martin, D Selva - … and Information in …, 2021 - asmedigitalcollection.asme.org
This paper presents a framework to describe and explain human-machine collaborative
design focusing on Design Space Exploration (DSE), which is a popular method used in the …

Human-Robot Collaborative Design

MV Law - 2023 - search.proquest.com
Robots have unusual potential to interactively support human design thinking. As physical
and social actors, robots can be programmed to directly engage in the kind of materially …

Data-Driven Environmentally Sustainable Product Design: A Shift Toward Increased use of Sustainable Design Activities in the Early Design Phase

VJ Ferrero - 2021 - ir.library.oregonstate.edu
Modern product design drives the boundaries of innovation by encompassing complex
Design-for-X objectives, and the inclusion of multidimensional stakeholders. This growing …

Human–robot interaction challenges in the workplace.

G Hoffman, A Kshirsagar, MV Law - 2022 - psycnet.apa.org
This chapter discusses challenges for designing robots that interact with people in the
workplace. It begins with an overview of workplace deployment contexts and a review of …

A Cognitive Assistant for Human-AI Collaborative Early Mission Formulation

A Viros i Martin - 2022 - oaktrust.library.tamu.edu
Abstract The popularity of Cognitive Assistants, defined as intelligent AI agents that enhance
human capabilities and interact through natural language, has surged in the last decade …