Deep learning system for seismic velocity inversion using a SincNet-GAT-UNet architecture, physics-informed temporal encoding, graph attention fusion, and FiLM-conditioned spatial prediction
machine-learning deep-learning signal-processing pytorch geophysics seismic unet pytorch-geometric sincnet graph-attention-network velocity-inversion film-conditioning
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Updated
Apr 7, 2026 - Python