Preprint
Oct 2026
A Simulation-Grounded Agentic VLM Framework for Wildfire Monitoring and Reporting
Effective wildfire monitoring requires relating visual evidence to physical fire dynamics, yet real videos with synchronized physical annotations are scarce and high-fidelity 3D simulation is costly. We present a simulation-grounded vision-language model (VLM) framework that automatically converts 2D wildfire simulatio...
Duo-Wen Chen, Yu-Chen Sun, Zhi-Qi Li et al.
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