Learning Interaction Kernels in Mean-Field Equations of First-Order Systems of Interacting Particles
Quanjun Lang, Fei Lu
Abstract
Related DatabasesWeb of Science You must be logged in with an active subscription to view this.Article DataHistorySubmitted: 2 November 2020Accepted: 28 September 2021Published online: 31 January 2022Keywordsnonparametric regression, mean-field equation, interacting particles/agents, inverse problem, reproducing kernel Hilbert spaceAMS Subject Headings68Q32, 35R30, 70F17, 62M99Publication DataISSN (print): 1064-8275ISSN (online): 1095-7197Publisher: Society for Industrial and Applied MathematicsCODEN: sjoce3
Topics & Concepts
MathematicsKernel (algebra)Field (mathematics)Applied mathematicsInverseSubject (documents)Inverse problemOrder (exchange)Mathematical analysisPure mathematicsComputer scienceGeometryEconomicsLibrary scienceFinanceAdvanced Thermodynamics and Statistical MechanicsMathematical Biology Tumor Growthnanoparticles nucleation surface interactions