Ali Mostafavi

Modular Deep Learning Mechanisms for Auditable Next-Day Wildfire Spread Prediction

Next-day wildfire prediction requires models whose forecasts can be evaluated alongside the assumptions and historical evidence used in their computation. Although deep learning can learn spatial patterns from remote-sensing data, predictive performance alone does not establish physical fidelity or operational trustwor...