Functional renormalization group for multilinear disordered Langevin dynamics I: Formalism and first numerical investigations at equilibrium
arXiv:2106.05690 · doi:10.1088/2399-6528/ac61b3
Abstract
This paper aims at using the functional renormalization group formalism to study the equilibrium states of a stochastic process described by a quench--disordered multilinear Langevin equation. Such an equation characterizes the evolution of a time-dependent -vector and is traditionally encountered in the dynamical description of glassy systems at and out of equilibrium through the so-called Glauber model. From the connection between Langevin dynamics and quantum mechanics in imaginary time, we are able to coarse-grain the path integral of the problem in the Fourier modes, and to construct a renormalization group flow for effective Euclidean action. In the large -limit we are able to solve the flow equations for both matrix and tensor disorder. The numerical solutions of the resulting exact flow equations are then investigated using standard local potential approximation, taking into account the quench disorder. In the case where the interaction is taken to be matricial, for finite the flow equations are also solved. However, the case of finite and taking into account the non-equilibrum process will be considered in a companion investigation.
arXiv comment60 pages, 14 figures
References in corpus (58)
- Exact evolution equation for the effective potential
- Non-Perturbative Renormalization Flow in Quantum Field Theory and Statistical Physics
- 2D Gravity and Random Matrices
- The Exact Renormalisation Group and Approximate Solutions
- Analytical Solution of the Off-Equilibrium Dynamics of a Long Range Spin-Glass Model
- Supercooled Liquids for Pedestrians
- The nonperturbative functional renormalization group and its applications
- Quantum Field Theory in the Large N Limit: a review
- Spin-Glass Theory for Pedestrians
- An Introduction to the Nonperturbative Renormalization Group
- Derivative Expansion of the Exact Renormalization Group
- Understanding the dynamics of biological and neural oscillator networks through exact mean-field reductions: a review
- Full dynamical solution for a spherical spin-glass model
- Symmetries of generating functionals of Langevin processes with colored multiplicative noise
- Dynamics of glassy systems
- Supersymmetry and its spontaneous breaking in the random field Ising model
- Mean-field theory of two-layers neural networks: dimension-free bounds and kernel limit
- The Quantum Spherical p-Spin-Glass Model
- General framework of the non-perturbative renormalization group for non-equilibrium steady states
- Non-Perturbative Functional Renormalization Group for Random Field Models and Related Disordered Systems. I: Effective Average Action Formalism
- Lectures on the local semicircle law for Wigner matrices
- Out of equilibrium dynamics in spin-glasses and other glassy systems
- Non-perturbative Approach to Critical Dynamics
- Non-Perturbative Functional Renormalization Group for Random Field Models and Related Disordered Systems. II: Results for the Random Field O(N) Model
- Nonperturbative Functional Renormalization Group for Random Field Models. IV: Supersymmetry and its spontaneous breaking
- Improving the Renormalization Group approach to the quantum-mechanical double well potential
- Nonperturbative Functional Renormalization Group for Random Field Models. III: Superfield formalism and ground-state dominance
- Spin glass transition in a magnetic field: a renormalization group study
- Frequency regulators for the nonperturbative renormalization group: A general study and the model A as a benchmark
- The dynamics of the spherical p-spin model: from microscopic to asymptotics
- Criticality of the random field Ising model in and out of equilibrium: a nonperturbative functional renormalization group description
- Random-field Ising and models: Theoretical description through the functional renormalization group
- Physics and Complexity
- Quantum-mechanical tunnelling and the renormalization group
- Dynamics of the Batch Minority Game with Inhomogeneous Decision Noise
- Flow Equation for Supersymmetric Quantum Mechanics
- The renormalisation group via statistical inference
- Functional renormalization group in stochastic inflation
- Random Field Ising Model and Parisi-Sourlas Supersymmetry. Part II. Renormalization Group
- Finite scale singularity in the renormalization group flow of a reaction-diffusion system
- Non-perturbative effects in spin glasses
- Glass glass transition and new dynamical singularity points in an analytically solvable p-spin glass like model
- The mean field infinite range p=3 spin glass: equilibrium landscape and correlation time scales
- Bounding flows for spherical spin glass dynamics
- Field theoretical approach for signal detection in nearly continuous positive spectra II: Tensorial data
- Exact Renormalization Groups as a form of Entropic Dynamics
- Vector models in the large limit: a few applications
- Field theoretical approach for signal detection in nearly continuous positive spectra I: Matricial data
- Hierarchical spin glasses in a magnetic field: A renormalization-group study
- Signal detection in nearly continuous spectra and symmetry breaking
- Inferring relevant features: from QFT to PCA
- Dimensional reduction breakdown and correction to scaling in the random-field Ising model
- Possible instability of one-step replica symmetry breaking in p-spin Ising models outside mean-field theory
- The Renormalization Group for Disordered Systems
- Generalized scale behavior and renormalization group for data analysis
- Non-equilibrium statistical mechanics of Minority Games
- Functional Renormalisation Group for Brownian Motion I: The Effective Equations of Motion
- A renormalisation group approach to the universality of Wigner's semicircle law for random matrices with dependent entries
Cited by in corpus (9)
- Functional renormalization group for multilinear disordered Langevin dynamics II: Revisiting the spin dynamics for Wigner and Wishart ensembles
- Stochastic dynamics for Group Field Theories
- Large time effective kinetics -functions for quantum (2+p)-spin glass
- Functional renormalization group for signal detection and stochastic ergodicity breaking
- Functional Renormalization Group Approach for Signal Detection
- Time-translation invariance symmetry breaking hidden by finite-scale singularities
- Functional renormalization group for p=2 like glassy matrices in the planar approximation: III. Equilibrium dynamics and beyond
- Functional renormalization group for p=2 like glassy matrices in the planar approximation: I. Vertex expansion at equilibrium
- The quantum -spin renormalization group in the large limit as a benchmark for functional renormalization group