Tobia Filosi

Smooth Isotropic Covariance Functions on Metric Graphs via Polyharmonic Resistance Distances

Metric graphs are generalisations of linear networks and provide a natural framework for the definition of continuously-indexed Gaussian processes. We define a new class of distances on these topologies, termed polyharmonic distances, which unify and extend the spectral construction underlying the effective resistance...