most citedAdaptive and Iterative Point Cloud Denoising with Score-Based Diffusion Model

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cs.LG2026

SGNO: Spectral Generator Neural Operators for Stable Long Horizon PDE Rollouts

Jiayi Li, Penghao Jiang, Hira Saleem +3

Autoregressive neural PDE surrogates predict future states by repeatedly applying a learned one-step operator. This is a simple and widely used method, but small one-step errors ca…