Search Results for author: Soyoung Yoo

Found 3 papers, 1 papers with code

Wheel Impact Test by Deep Learning: Prediction of Location and Magnitude of Maximum Stress

no code implementations3 Oct 2022 Seungyeon Shin, Ah-hyeon Jin, Soyoung Yoo, Sunghee Lee, ChangGon Kim, Sungpil Heo, Namwoo Kang

The proposed model can replace the impact test in the early wheel-development stage by predicting the impact performance in real-time and can be used without domain knowledge.

Explainable Artificial Intelligence for Manufacturing Cost Estimation and Machining Feature Visualization

1 code implementation28 Oct 2020 Soyoung Yoo, Namwoo Kang

Using the proposed process, we can provide a design guidance to engineering designers in reducing manufacturing costs during the conceptual design phase.

Explainable artificial intelligence

Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs

no code implementations17 Aug 2020 Seowoo Jang, Soyoung Yoo, Namwoo Kang

To reduce the heavy computational burden of the wheel topology optimization process required by our RL formulation, we approximate the optimization process with neural networks.

reinforcement-learning Reinforcement Learning (RL)

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