Search Results for author: Seongsin Kim

Found 3 papers, 0 papers with code

Deep Learning-Based Inverse Design for Engineering Systems: Multidisciplinary Design Optimization of Automotive Brakes

no code implementations27 Feb 2022 Seongsin Kim, Minyoung Jwa, Soonwook Lee, Sunghoon Park, Namwoo Kang

The braking performance of the brake system is a target performance that must be considered for vehicle development.

Idle Vehicle Relocation Strategy through Deep Learning for Shared Autonomous Electric Vehicle System Optimization

no code implementations16 Oct 2020 Seongsin Kim, Ungki Lee, Ikjin Lee, Namwoo Kang

Finally, a deep learning model using the optimal solution data is built to estimate the optimal strategy without solving relocation.

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