most citedNonparametric Density Estimation for Data Scattered on Irregular Spatial Domains: A Likelihood-Based Approach Using Bivariate Penalized Spline Smoothing

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math.NA2026

Inference of interacting kernel in the mean-field regime

Peiyi Chen, Qin Li, Li Wang +1

We study the problem of reconstructing interaction kernels in systems of interacting agents from macroscopic measurements when posed as an optimization problem. The reconstruction…