arxiv
PublishedSeptember 10, 2026 at 4:00 AM
—neutral
Residual-augmented flow matching operators for probabilistic partial differential equations
Publisher summary· verbatim
arXiv:2512.12749v3 Announce Type: replace-cross Abstract: Learning surrogate models for physical systems with latent uncertainty remains challenging in data-scarce regimes: deterministic neural operators fail to characterize uncertainty, while generative approaches require large ensembles of high-fi
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Originally published on arxiv ↗