Generative modeling of seismic data using diffusion models and its application to multi-purpose posterior sampling for noisy inverse problems

Chuangji Meng, Jinghuai Gao, Wenting Shang +4

Geophysical inverse problems are often ill-posed and admit multiple solutions. Conventional discriminative methods typically yield a single deterministic solution, which fails to m…