Diagrammatics for the inverse problem in spin systems and simple liquids

DOI10.1088/1751-8121/acb7b4OpenAlexW4318694581MaRDI QIDQ5879607

Tobias Kuhn, Frédéric Van Wijland

Publication date: 2 March 2023

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

Full work available at URL: https://arxiv.org/abs/2207.11302

zbMATH Keywords

entropyspin modelsmaximum likelihoodinferencesimple liquidsnon-Gaussiandiagrammatics

Mathematics Subject Classification ID

Quantum theory (81-XX) Statistical mechanics, structure of matter (82-XX)

Cites Work

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• Extended Plefka expansion for stochastic dynamics
• A New Approach to the Theory of Classical Fluids. I
• On the Brownian gas: a field theory with a Poissonian ground state
• Nonequilibrium Quantum Field Theory
• Small-correlation expansions for the inverse Ising problem
• Mode-coupling theory and the fluctuation–dissipation theorem for nonlinear Langevin equations with multiplicative noise
• Expansion of the effective action around non-Gaussian theories
• Dynamics of a noninteracting colloidal fluid in a quenched Gaussian random potential: a time-reversal-symmetry-preserving field-theoretic approach

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