AI RESEARCH
Full waveform inversion method based on diffusion model
arXiv CS.LG
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ArXi:2603.22307v1 Announce Type: new Seismic full-waveform inversion is a core technology for obtaining high-resolution subsurface model parameters. However, its highly nonlinear characteristics and strong dependence on the initial model often lead to the inversion process getting trapped in local minima. In recent years, generative diffusion models have provided a way to regularize full-waveform inversion by learning implicit prior distributions.