Author

B. G. van Bloemen Waanders

2 papers indexed here

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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. · 0 citations

Preprint Sep 2026

Risk-Aware Goal-Oriented Bayesian Optimal Experimental Design

A risk-aware framework that composes risk at three levels, each generalizing an ingredient of classical $I- and $G-optimal design: a deviation measure of the posterior predictive uncertainty, a risk measure across the prediction domain, and a risk measure over datasets.

J. Jakeman, Rebekah White, B. G. van Bloemen Waanders et al. · 0 citations