The Green's function of the parabolic Anderson model and the continuum directed polymer
Tom Alberts, Christopher Janjigian, Firas Rassoul-Agha, Timo, Sepp\"al\"ainen

TL;DR
This paper constructs a regular Green's function for the parabolic Anderson model driven by white noise, establishing new properties, conserved quantities, and connections to continuum polymer measures.
Contribution
It provides a regular version of the Green's function for PAM, coupling all solutions simultaneously, and explores its properties and connections to continuum polymer measures.
Findings
Constructed a regular Green's function for PAM with white noise.
Established conserved quantities for solutions with growing initial conditions.
Proved strict total positivity of the kernel for all times and parameters.
Abstract
We build a regular version of the field which describes the Green's function, or fundamental solution, of the parabolic Anderson model (PAM) with white noise forcing on : , for all , all , and all simultaneously. Through the superposition principle, our construction gives a pointwise coupling of all solutions to the PAM with initial or terminal conditions satisfying sharp growth assumptions, for all initial and terminal times. Using this coupling, we show that the PAM with a (sub-)exponentially growing initial condition admits conserved quantities given by the limits $\displaystyle \lim_{x\to \pm\infty} x^{-1}\log…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsStochastic processes and statistical mechanics · Theoretical and Computational Physics · Nonlinear Dynamics and Pattern Formation
