A variational formula for the free energy of the partially directed polymer collapse
Gia Bao Nguyen, Nicolas Petrelis

TL;DR
This paper introduces a new variational approach to analyze the free energy of a partially directed polymer model, proving the collapse transition's existence, identifying the critical temperature, and determining its order.
Contribution
It develops a novel variational formula for the free energy of the model, enabling a rigorous proof of the collapse transition and its critical properties.
Findings
Proves the existence of the collapse transition.
Identifies the critical temperature for the transition.
Determines the transition order as 3/2.
Abstract
Long linear polymers in dilute solutions are known to undergo a collapse transition from a random coil (expand itself) to a compact ball (fold itself up) when the temperature is lowered, or the solvent quality deteriorates. A natural model for this phenomenon is a 1+1 dimensional self-interacting and partially directed self-avoiding walk. In this paper, we develop a new method to study the partition function of this model, from which we derive a variational formula for the free energy. This variational formula allows us to prove the existence of the collapse transition and to identify the critical temperature in a simple way. We also prove that the order of the collapse transition is 3/2.
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.
