EikoNet: Solving the Eikonal equation with Deep Neural Networks

25 Mar 2020Jonathan D. SmithKamyar AzizzadenesheliZachary E. Ross

The recent deep learning revolution has created an enormous opportunity for accelerating compute capabilities in the context of physics-based simulations. Here, we propose EikoNet, a deep learning approach to solving the Eikonal equation, which characterizes the first-arrival-time field in heterogeneous 3D velocity structures... (read more)

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