Learning to Assimilate in Chaotic Dynamical Systems

1 November 2021

Papers citing "Learning to Assimilate in Chaotic Dynamical Systems"

6 / 6 papers shown

Title
Ensemble Kalman filter in latent space using a variational autoencoder pair I. Pasmans Yumeng Chen Tobias S. Finn Marc Bocquet A. Carrassi 45 0 0 18 Feb 2025
Learning Optimal Filters Using Variational Inference Enoch Luk Eviatar Bach Ricardo Baptista Andrew Stuart 24 6 0 26 Jun 2024
Recurrences reveal shared causal drivers of complex time series W. Gilpin CML AI4TS 32 6 0 31 Jan 2023
Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty Luning Sun Daniel Zhengyu Huang Hao Sun Jian-Xun Wang 14 9 0 14 Oct 2022
Data Assimilation Networks Pierre Boudier Anthony Fillion Serge Gratton S. Gürol Sixin Zhang AI4CE 17 10 0 19 Oct 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 279 9,136 0 06 Jun 2015