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1
Learning Homotopy Prediction for Optimization-Based Trajectory Planners for Autonomous Driving
Abi Rahman Syamil, Dongsuk Kum
International Journal of Automotive Technology, 1970
2
Development of a real-time link-based predictive energy management strategy for extending FCEV lifes…
Geunyoung Park, Kyunghwan Choi, Minjun Kim, Eunae Cho, Kyungsub Sung, Dongsuk Kum
Elsevier Applied Energy, 1970
3
InstaGraM: Instance-level Graph Modelingfor Vectorized HD Map Learning
Juyeb Shin, Hyeonjun Jeong, Francois Rameau, Dongsuk Kum
IEEE Transactions on Intelligent Transportation Systems, 1970
4
Development of a real-time link-based predictive energy management strategy for extending FCEV lifespan using an experiment-driven degradation model
Geunyoung Park, Kyunghwan Choi, Minjun Kim, Eunae Cho, Kyungsub Sung and Dongsuk Kum
Elsevier Applied Energy, 2025
5
A Comparative Study on Optimal Engine-Start Performance of Parallel Hybrid Electric Vehicles with Various Starter Motors
Jaeyoon Kim, Kijong Park, Dongwoo Kim, Dongsuk Kum
IEEE Access, 2024
6
Predictive Control of a Dog-clutch Transmission via a Transformer-based Velocity Prediction
Geunyoung Park, Kyunghwan Choi, Dongsuk Kum
IEEE Transactions on Vehicular Technology, 2024
7
An Analytical Approach to the Predictive Energy Management of Connected HEVs: What Information Do We Need to Guarantee Global Optimality?
Kyunghwan Choi, Geunyoung Park, Dongsuk Kum
IEEE Transactions on Intelligent Transportation Systems, 2024
8
Multi-Modal Place Recognition via Vectorized HD Maps and Images Fusion for Autonomous Driving
Hyeonjun Jeong, Juyeb Shin, Francois Rameau, Dongsuk Kum
IEEE Robotics and Automation Letters, 2024
9
Designing a Super-fast Prius: Systematic Design of Multi-speed eCVT via Virtual Design Space
Toumadher Barhoumi, Dongsuk Kum
IEEE Transactions on Transportation Electrification, 2023
10
Diverse Multiple Trajectory Prediction using a Two-stage Prediction Network trained with Lane Loss
Sanmin Kim, Hyeongseok Jeon, Jun Won Choi, Dongsuk Kum
IEEE Robotics and Automation Letters, 2023
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