GeoVolDiff generates synthetic 3D geological volumes with a latent diffusion model trained on physics simulations and shows that networks pre-trained only on this data achieve competitive seismic impedance inversion performance on synthetic and field data.
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GeoVolDiff: Taming 3D Geological Volumes with Latent Diffusion
GeoVolDiff generates synthetic 3D geological volumes with a latent diffusion model trained on physics simulations and shows that networks pre-trained only on this data achieve competitive seismic impedance inversion performance on synthetic and field data.