Data adaptive RKHS Tikhonov regularization for learning kernels in operators

8 March 2022

Papers citing "Data adaptive RKHS Tikhonov regularization for learning kernels in operators"

5 / 5 papers shown

Title
Stochastic Data-Driven Variational Multiscale Reduced Order Models Fei Lu Changhong Mou Honghu Liu T. Iliescu 31 0 0 06 Sep 2022
Unsupervised learning of observation functions in state-space models by nonparametric moment methods Qi An Y. Kevrekidis Fei Lu Mauro Maggioni 15 2 0 12 Jul 2022
Nonparametric learning of kernels in nonlocal operators Fei Lu Qi An Yue Yu 37 18 0 23 May 2022
Identifiability of interaction kernels in mean-field equations of interacting particles Quanjun Lang Fei Lu 32 14 0 10 Jun 2021
Data-driven learning of nonlocal models: from high-fidelity simulations to constitutive laws Huaiqian You Yue Yu Stewart Silling M. DÉlia 35 33 0 08 Dec 2020