Data-driven model selections of second-order particle dynamics via integrating Gaussian processes with low-dimensional interacting structures

Author:

Feng Jinchao,Kulick Charles,Tang SuiORCID

Publisher

Elsevier BV

Reference72 articles.

1. Nonparametric inference of interaction laws in systems of agents from trajectory data;Lu;Proc. Natl. Acad. Sci.,2019

2. Learning interaction kernels in stochastic systems of interacting particles from multiple trajectories;Lu,2020

3. Learning interaction kernels in heterogeneous systems of agents from multiple trajectories;Lu;J. Mach. Learn. Res.,2021

4. Learning theory for inferring interaction kernels in second-order interacting agent systems;Miller,2020

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1. Learning Collective Behaviors from Observation;Applied and Numerical Harmonic Analysis;2024

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