@article{provablediffusionposteriorsamplingforbay, title = {Provable Diffusion Posterior Sampling for Bayesian Inversion}, author = {Jinyuan Chang and Chenguang Duan and Yuling Jiao and Ruoxuan Li and Jerry Zhijian Yang and Cheng Yuan}, year = {2025}, eprint = {2512.08022}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.08022}, }