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Towards foundation models for subsurface priors and posteriors
| Title | Towards foundation models for subsurface priors and posteriors |
| Publication Type | Conference |
| Year of Publication | 2025 |
| Authors | Huseyin Tuna Erdinc, Souza, T, Zeng, S, Rafael Orozco, Felix J. Herrmann |
| Conference Name | Workshop on Scientific Machine Learning 2025, Austin, TX |
| Month | 9 |
| Keywords | Bayesian inference, deep learning, foundation models, full waveform inference, generative model, Imaging, Inverse problems, RTM, SciML, score, Summary Statistics, Uncertainty quantification |
| URL | https://slim.gatech.edu/Publications/Public/Conferences/SciML/2025/herrmann2025SciMLtfm |
| Citation Key | herrmann2025SciMLtfm |