Learning dynamical systems from data: A simple cross-validation perspective, part III: Irregularly-Sampled Time Series

25 November 2021

Papers citing "Learning dynamical systems from data: A simple cross-validation perspective, part III: Irregularly-Sampled Time Series"

5 / 5 papers shown

Title
Data-Efficient Kernel Methods for Learning Differential Equations and Their Solution Operators: Algorithms and Error Analysis Yasamin Jalalian Juan Felipe Osorio Ramirez Alexander W. Hsu Bamdad Hosseini H. Owhadi 46 0 0 02 Mar 2025
Model-Embedded Gaussian Process Regression for Parameter Estimation in Dynamical System Ying Zhou Jinglai Li Xiang Zhou Hongqiao Wang 28 0 0 18 Sep 2024
One-Shot Learning of Stochastic Differential Equations with Data Adapted Kernels Matthieu Darcy B. Hamzi Giulia Livieri H. Owhadi P. Tavallali 36 26 0 24 Sep 2022
Gaussian Process Hydrodynamics H. Owhadi 24 1 0 21 Sep 2022
Ensemble forecasts in reproducing kernel Hilbert space family Benjamin Dufée Berenger Hug É. Mémin G. Tissot 24 1 0 29 Jul 2022