Concepedia

Ayush Raina

AR

8

Publications

312

Citations

8

H-Index

2018

Active since

Affiliations

Carnegie Mellon University(Current)

Pennsylvania State University

Ayush Raina is an author at Carnegie Mellon University specializing in design, design thinking, and engineering.

Top concepts

DesignEngineeringDesign ThinkingArtificial IntelligenceEducationLearning DesignComputer ScienceCognitive ScienceIntelligent SystemsHuman-computer Interaction

Publications per year

2018–2022

8

Publications

8

A cautionary tale about the impact of AI on human design teams

Guanglu Zhang, Ayush Raina, Jonathan Cagan et al. · Design Studies · 2021 · 108 citations · Full text

Artificial Intelligence, Engineering, Collaborative Design +21

Learning to Design From Humans: Imitating Human Designers Through Deep Learning

Ayush Raina, Christopher McComb, Jonathan Cagan · Journal of Mechanical Design · 2019 · 88 citations · Full text

Artificial Intelligence, Design From Humans, Deep Learning Constructs +15

The Evolution and Impact of Human Confidence in Artificial Intelligence and in Themselves on AI-Assisted Decision-Making in Design

Leah Chong, Ayush Raina, Kosa Goucher-Lambert et al. · Journal of Mechanical Design · 2022 · 35 citations

Artificial Intelligence, Engineering, Behavioral Decision Making +19

Transferring Design Strategies From Human to Computer and Across Design Problems

Ayush Raina, Jonathan Cagan, Christopher McComb · Journal of Mechanical Design · 2019 · 31 citations · Full text

Design Decision, Engineering, Social Sciences +20

Goal-Directed Design Agents: Integrating Visual Imitation With One-Step Lookahead Optimization for Generative Design

Ayush Raina, Lucas Puentes, Jonathan Cagan et al. · Journal of Mechanical Design · 2021 · 16 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

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