# Generative AI as a Pillar for Predicting 2D and 3D Wildfire Spread: Beyond Physics-Based Models and Traditional Deep Learning

> Research article (Fire, 2025) · cited 11× · AI/ML

**Wikidata**: [openalex:W4412630747](https://www.wikidata.org/wiki/openalex:W4412630747)  
**Source**: https://4ort.xyz/entity/generative-ai-as-a-pillar-for-predicting-2d-and-3d-wildfire-spread-beyond-physics-based-models-and-traditional-deep-lear