179 citations · 435 across the 9 of their papers we have counts for
5 papers · 1 filter
Explainable Artificial Intelligence for Manufacturing Cost Estimation and Machining Feature Visualization
Soyoung Yoo, Namwoo Kang
Studies on manufacturing cost prediction based on deep learning have begun in recent years, but the cost prediction rationale cannot be explained because the models are still used…
Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs
Seowoo Jang, Soyoung Yoo, Namwoo Kang
Generative design refers to computational design methods that can automatically conduct design exploration under constraints defined by designers. Among many approaches, topology o…
The Effect of Robo-taxi User Experience on User Acceptance: Field Test Data Analysis
Sunghee Lee, Soyoung Yoo, Seongsin Kim +2
With the advancement of self-driving technology, the commercialization of Robo-taxi services is just a matter of time. However, there is some skepticism regarding whether such taxi…
Integrating Deep Learning into CAD/CAE System: Generative Design and Evaluation of 3D Conceptual Wheel
Soyoung Yoo, Sunghee Lee, Seongsin Kim +3
Engineering design research integrating artificial intelligence (AI) into computer-aided design (CAD) and computer-aided engineering (CAE) is actively being conducted. This study p…
A Study on Anxiety about Using Robo-taxis: HMI Design for Anxiety Factor Analysis and Anxiety Relief Based on Field Tests
Soyoung Yoo, Sunghee Lee, Seongsin Kim +3
Despite the approaching commercialization of robo-taxis, various anxiety factors concerning the safety of autonomous vehicles are expected to form a large barrier against consumers…