no code implementations • 3 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.
1 code implementation • 28 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.
no code implementations • 17 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.