Learning interaction kernels in mean-field equations of 1st-order systems of interacting particles

29 October 2020

Papers citing "Learning interaction kernels in mean-field equations of 1st-order systems of interacting particles"

5 / 5 papers shown

Title
Bayesian Nonlocal Operator Regression (BNOR): A Data-Driven Learning Framework of Nonlocal Models with Uncertainty Quantification Yiming Fan M. DÉlia Yue Yu H. Najm Stewart Silling 32 3 0 06 Oct 2022
Mean-Field Nonparametric Estimation of Interacting Particle Systems Rentian Yao Xiaohui Chen Yun Yang 48 9 0 16 May 2022
The LAN property for McKean-Vlasov models in a mean-field regime Laetitia Della Maestra M. Hoffmann 42 22 0 12 May 2022
Learning Stochastic Dynamics with Statistics-Informed Neural Network Yuanran Zhu Yunhao Tang Changho Kim 19 18 0 24 Feb 2022
Identifiability of interaction kernels in mean-field equations of interacting particles Quanjun Lang Fei Lu 42 14 0 10 Jun 2021