Differentiable Cellular Automata

PyTorchFire is an open-access, PyTorch-based software utilizing GPU acceleration and a differentiable wildfire Cellular Automata model to achieve rapid, accurate, and realistic wildfire simulations, significantly outperforming traditional methods and enhancing real-time prediction and management capabilities.

Apr 1, 2025