PyTorchFire: A GPU-accelerated wildfire simulator with Differentiable Cellular Automata
GPU-accelerated differentiable wildfire simulation in PyTorch, with gradient-based parameter calibration to observed fire spread.
PyTorchFire: A Differentiable Cellular Automata-Based Wildfire Simulator with GPU Acceleration
Conference abstract presenting PyTorchFire, a GPU-accelerated differentiable wildfire Cellular Automata simulator with real-time parameter calibration, tested on the 2017 Pier Fire …
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