Controlling Transient Amplification Improves Long-horizon Rollouts
arXiv:2605.08856v1 Announce Type: new
Abstract: Autoregressive neural simulators now match classical solvers on short-horizon prediction of physical systems, yet their accuracy degrades rapidly when rolled out over long horizons. In this work, we iden…