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Regularization by denoising diffusion models for solving inverse PDE problems with application to full waveform inversion

Published Online: 2026-05-11

Authors

Shan, Siming

Zhu, Min https://orcid.org/0000-0003-4550-5662
Lin, Youzuo

Lu, Lu https://orcid.org/0000-0002-5476-5768
Funding

Funding for this research was provided by:

U.S. Department of Energy (DE-SC0025593)

U.S. Department of Energy (DE-SC0025592)
License Information

Text and Data Mining valid from 2026-05-11

Accepted Manuscript valid from 2026-05-11
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Article History

Received: 1 October 2025

Accepted: 27 April 2026

First Online: 11 May 2026

Competing interests

: The authors declare no competing interests.

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