Variational perturbation and extended Plefka approaches to dynamics on random networks: the case of the kinetic Ising model

DOI10.1088/1751-8113/49/43/434003zbMath1353.82044arXiv1607.08379OpenAlexW3101453245MaRDI QIDQ2834789

Claudia Battistin, Yasser Roudi, Ludovica Bachschmid-Romano, Manfred Opper

Publication date: 24 November 2016

Published in: Journal of Physics A: Mathematical and Theoretical (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1607.08379

zbMATH Keywords

variational methodsspin glassesrandom graphsnon-equilibrium processespertubational methods

Mathematics Subject Classification ID

Statistical mechanics of random media, disordered materials (including liquid crystals and spin glasses) (82D30) Dynamic lattice systems (kinetic Ising, etc.) and systems on graphs in time-dependent statistical mechanics (82C20) Stochastic methods (Fokker-Planck, Langevin, etc.) applied to problems in time-dependent statistical mechanics (82C31) Applications of graph theory to circuits and networks (94C15) Random walks on graphs (05C81) PDEs in connection with statistical mechanics (35Q82)

Related Items (4)

Path integral methods for the dynamics of stochastic and disordered systems ⋮ Inference for dynamics of continuous variables: the extended Plefka expansion with hidden nodes ⋮ Critical scaling in hidden state inference for linear Langevin dynamics ⋮ The matrix product approximation for the dynamic cavity method

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