معرفی
Associate Professor Jiwon Kim is a leading researcher in Transport Engineering at the University of Queensland's School of Civil Engineering. She serves as Director of Higher Degree by Research and was a DECRA Fellow from 2019-2022. Holding degrees from Korea University and Northwestern University, she specializes in AI/ML applications for transportation systems.
- PhD, Northwestern University
- BS & MS, Korea University
Her research focuses on Artificial Intelligence and Machine Learning applications in transportation, including:
- Deep learning for traffic management
- Reinforcement learning in mixed traffic environments
- Multi-agent systems for urban mobility optimization
- Spatiotemporal trajectory analysis
Recent publications demonstrate expertise in:
- Eco-driving strategies
- Traffic incident prediction
- Queue length estimation
- Crash risk modeling
Scientific recognition includes:
- ARC DECRA Fellowship (2019-2022)
She supervises doctoral students in:
- Transportation data analytics
- Autonomous vehicle systems
- Intelligent traffic management
Current projects explore real-time traffic monitoring, synthetic mobility data generation, and connected vehicle technologies.
۰مقاله منتشرشده
