Towards Classification of Phase Transitions in Reaction--Diffusion Models
Vlad Elgart, Alex Kamenev

TL;DR
This paper proposes a classification scheme for phase transitions in reaction-diffusion models based on the topology of Hamiltonian phase portraits, identifying four stable classes under RG transformations.
Contribution
It introduces a novel topological classification of non-equilibrium phase transitions in reaction-diffusion systems using Hamiltonian phase portraits.
Findings
Four topologically distinct classes of phase portraits identified
Classification stable under renormalization group transformations
Applicable to models with absorbing states
Abstract
Equilibrium phase transitions are associated with rearrangements of minima of a (Lagrangian) potential. Treatment of non-equilibrium systems requires doubling of degrees of freedom, which may be often interpreted as a transition from the ``coordinate'' to the ``phase'' space representation. As a result, one has to deal with the Hamiltonian formulation of the field theory instead of the Lagrangian one. We suggest a classification scheme of phase transitions in reaction-diffusion models based on the topology of the phase portraits of corresponding Hamiltonians. In models with an absorbing state such a topology is fully determined by intersecting curves of zero ``energy''. We identify four families of topologically distinct classes of phase portraits stable upon RG transformations.
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.
