v1v2 (latest)

Error Bounds of the Invariant Statistics in Machine Learning of Ergodic Itô Diffusions

21 May 2021

Papers citing "Error Bounds of the Invariant Statistics in Machine Learning of Ergodic Itô Diffusions"

3 / 3 papers shown

Title
A non-intrusive machine learning framework for debiasing long-time coarse resolution climate simulations and quantifying rare events statistics Benedikt Barthel Sorensen A. Charalampopoulos Shixuan Zhang B. Harrop Ruby Leung T. Sapsis AI4Cl 35 10 0 28 Feb 2024
Stationary Density Estimation of Itô Diffusions Using Deep Learning Yiqi Gu J. Harlim Senwei Liang Haizhao Yang 86 12 0 09 Sep 2021
A Framework for Machine Learning of Model Error in Dynamical Systems Matthew E. Levine Andrew M. Stuart 114 69 0 14 Jul 2021