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FUSE Fast Unified Simulation and Estimation for PDEs

LE Lingsch, D Grund, S Mishra, G Kissas - arXiv preprint arXiv:2405.14558, 2024 - arxiv.org
Computer Science paper cs.LG Suggest

… Hitherto, it has been separately addressed by employing operator learning surrogates for field prediction while using simulation-based inference (and its variants) for …

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@misc{lingsch2024fuse,
title={FUSE Fast Unified Simulation and Estimation for PDEs},
author={Levi E. Lingsch and Dana Grund and Siddhartha Mishra and Georgios Kissas},
year={2024},
eprint={2405.14558},
archivePrefix={arXiv},
primaryClass={id='cs.LG' full_name='Machine Learning' is_active=True alt_name=None in_archive='cs' is_general=False description='Papers on all aspects of machine learning research (supervised, unsupervised, reinforcement learning, bandit problems, and so on) including also robustness, explanation, fairness, and methodology. cs.LG is also an appropriate primary category for applications of machine learning methods.'}
}

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