The University of Osaka — Yamaguchi Lab
Undergraduate / Graduate Researcher
Research on fast, city-scale prediction of sunlight reflected by Urban Air Mobility (UAM) aircraft, part of the lab's work on urban digital twins.
- Led the method design, simulation (Unreal Engine 5 / C++), model implementation (PyTorch), evaluation, and paper writing.
- Reduced a 10,000-point, five-second evaluation from over 3 hours of ray tracing to 1.62 seconds after one-time city initialization.
- First author at IEEE SmartComp 2026; Encouragement Presentation Award at the IPSJ ITS Workshop.
Published at IEEE SmartComp 2026. A journal extension is under review at the Journal of Information Processing.