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cs.CE2026
FireDataForge: A Unified Framework for Multi-Source Wildfire Data Retrieval and Integration
Zeyu Xia, Lexie Chen, Ye Liu +1
Wildfire research, modeling, and education require geospatial data from multiple sources that vary in formats, coordinate systems, spatial resolutions, and temporal cadences. This…
cs.CE2025
PyTorchFire: A GPU-Accelerated Wildfire Simulator with Differentiable Cellular Automata
Zeyu Xia, Sibo Cheng
Accurate and rapid prediction of wildfire trends is crucial for effective management and mitigation. However, the stochastic nature of fire propagation poses significant challenges…