Nonparametric adaptive estimation for interacting particle systems

We consider a stochastic system of N $$ interacting particles with constant diffusion coefficient and drift linear in space, time-depending on two unknown deterministic functions. Our concern here is the nonparametric estimation these functions from continuous observation process [ 0 , T ] \left[0,T\right] for fixed large . define collections projection estimators belonging to finite-dimensional subspaces