English

Asymptotics of the density of parabolic Anderson random fields

Probability 2018-01-11 v1

Abstract

We investigate the sharp density ρ(t,x;y)\rho(t,x; y) of the solution u(t,x)u(t,x) to stochastic partial differential equation tu(t,x)=12Δu(t,x)+uW˙(t,x)\frac{\partial }{\partial t} u(t,x)=\frac12 \Delta u(t,x)+u\diamond \dot W(t,x), where W˙\dot W is a general Gaussian noise and \diamond denotes the Wick product. We mainly concern with the asymptotic behavior of ρ(t,x;y)\rho(t,x; y) when yy\rightarrow \infty or when t0+t\to0+. Both upper and lower bounds are obtained and these two bounds match each other modulo some multiplicative constants. If the initial datum is positive, then ρ(t,x;y)\rho(t,x;y) is supported on the positive half line y[0,)y\in [0, \infty) and in this case we show that ρ(t,x;0+)=0\rho(t,x; 0+)=0 and obtain an upper bound for ρ(t,x;y)\rho(t,x; y) when y0+y\rightarrow 0+.

Keywords

Cite

@article{arxiv.1801.03386,
  title  = {Asymptotics of the density of parabolic Anderson random fields},
  author = {Yaozhong Hu and Khoa Lê},
  journal= {arXiv preprint arXiv:1801.03386},
  year   = {2018}
}