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Renormalization group and normal form theory

Archishman Raju, Colin B. Clement, Lorien X. Hayden, Jaron Kent-Dobias, Danilo B. Liarte, D. Zeb Rocklin, James P. Sethna

Published Jun 1, 2017• 4 citations
OpenAlex

Abstract

The results of the renormalization group are commonly advertised as the existence of power law singularities near critical points. Logarithmic and exponential corrections are seen as special cases and dealt with on a case-by-case basis. We propose to systematize the analysis of singularities in the renormalization group using perturbative normal form theory. Classification of all such singularities in this unified framework generates a systematic machinery to perform scaling collapses. We show that this procedure leads to a better handling of the singularity even in the classic case of the 4-d Ising model.

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The results of the renormalization group are commonly advertised as the existence of power law singularities near critical points. Logarithmic and exponential corrections are seen as special cases and dealt with on a case-by-case basis. We propose to systematize the analysis of singularities in the renormalization group using perturbative normal form theory. Classification of all such singularities in this unified framework generates a systematic machinery to perform scaling collapses. We show that this procedure leads to a better handling of the singularity even in the classic case of the 4-d Ising model.
The results of the renormalization group are commonly advertised as the existence of power-law singularities near critical points.The classic predictions are often violated and logarithmic and exponential corrections are treated on a case-by-case basis.We use the mathematics of normal form theory to systematically group these into universality families of seemingly unrelated systems united by common scaling variables.We recover and explain the existing literature and predict the nonlinear generalization for the universal homogeneous scaling functions.We show that this procedure leads to a better handling of the singularity even in classic cases and elaborate our framework using several examples.
Power-law singularities and critical exponents in n-vector models are considered from different theoretical points of view. It includes a theoretical approach called the GFD (grouping of Feynman diagrams) theory, as well as the perturbative renormalization group (RG) treatment. A non-perturbative proof concerning corrections to scaling in the two-point correlation function of the phi^4 model is provided, showing that predictions of the GFD theory rather than those of the perturbative RG theory can be correct. Critical exponents determined from highly accurate experimental data very close to the lambda-transition point in liquid helium, as well as the Goldstone mode singularities in n-vector spin models, evaluated from Monte Carlo simulation results, are discussed with an aim to test the theoretical predictions. Our analysis shows that in both cases the data can be well interpreted within the GFD theory.
Power-law singularities and critical exponents in n-vector models are considered from different theoretical points of view. It includes a theoretical approach called the GFD (grouping of Feynman diagrams) theory, as well as the perturbative renormal- ization group (RG) treatment. A non-perturbative proof concerning corrections to scaling in the two-point correlation function of the ' 4 model is provided, showing that predictions of the GFD theory rather than those of the perturbative RG theory can be correct. Critical exponents determined from highly accurate experimental data very close to the �-transition point in liquid helium, as well as the Goldstone mode singularities in n-vector spin models, evaluated from Monte Carlo simulation results, are discussed with an aim to test the theoretical predictions. Our analysis shows that in both cases the data can be well interpreted within the GFD theory.
Power law singularities and critical exponents in n-vector models are considered within a theoretical approach called GFD (grouping of Feynman diagrams) theory. It is discussed how possible values of the critical exponents can be related to specific n-vector models in this approach. A good agreement with the estimates of the perturbative renormalization group (RG) theory can be obtained. Predictions for corrections to scaling of the perturbative RG and GFD approaches are different. A nonperturbative proof is provided, supporting corrections to scaling of the GFD theory. Highly accurate experimental data very close to the λ-transition point in liquid helium, as well as the Goldstone mode singularities in n-vector spin models, evaluated from Monte Carlo simulation results, are discussed with an aim to test the theoretical predictions. Our analysis shows that in both cases the data can be well interpreted within GFD theory.
We explicitly compute the critical exponents associated with logarithmic corrections (the so-called hatted exponents) starting from the renormalization group equations and the mean field behavior for a wide class of models at the upper critical behavior (for short and long range φ n -theories) and below it.This allows us to check the scaling relations among these critical exponents obtained by analysing the complex singularities (Lee-Yang and Fisher zeroes) of these models.Moreover, we have obtained an explicit method to compute the ϙ exponent [defined by ξ ∼ L(log L) ϙ] and, finally, we have found a new derivation of the scaling law associated with it.