Sparse identification of nonlocal interaction kernels in nonlinear gradient flow equations via partial inversion

Jose A. Carrillo, Gissell Estrada-Rodriguez, Laszlo Mikolas +1

We address the inverse problem of identifying nonlocal interaction potentials in nonlinear aggregation-diffusion equations from noisy discrete trajectory data. Our approach involve…