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Scaled Affine Quantization of Ultralocal φ24\varphi^{4}_{2} a comparative Path Integral Monte Carlo study with scaled Canonical Quantization

Riccardo Fantoni [email protected] Università di Trieste, Dipartimento di Fisica,
strada Costiera 11, 34151 Grignano (Trieste), Italy
   John R. Klauder [email protected] Department of Physics and Department of Mathematics
University of Florida, Gainesville, FL 32611-8440
Abstract

After the success of affine quantization in proving through Monte Carlo analysis that the covariant euclidean scalar field theory, φnr\varphi^{r}_{n}, where rr denotes the power of the interaction term and n=s+1n=s+1 with ss the spatial dimension and 11 adds imaginary time, such that r2n/(n2)r\geq 2n/(n-2) can be acceptably quantized and the resulting theory is nontrivial, unlike what happens using canonical quantization, we show here that the same has to be expected for r>2r>2 and any nn even for the ultralocal field theory. In particular we consider the ultralocal φ24\varphi^{4}_{2} model and study its renormalized properties for both the scaled canonical quantization version and the scaled affine quantization version through path integral Monte Carlo.

I Introduction

Ultralocal euclidean scalar field quantization, henceforth denoted φnr\varphi^{r}_{n}, where rr is the power of the interaction term and n=s+1n=s+1 where ss is the spatial dimension and 11 adds imaginary time, such that r<2r<2 can be treated by canonical quantization (CQ), while models such that r>2r>2 and any n2n\geq 2 are trivial [1, 2, 3, 4, 5]. However, there exists a different approach called affine quantization (AQ) [1, 6, 7] that promotes a different set of classical variables to become the basic quantum operators and it offers different results, such as models for which r>2r>2. In particular one can show that while the Fubini-Study metric for the canonical coherent states that evaluates the distance-squared between two infinitesimally close ray-vectors (minimized over any simple phase) leads to a flat space that already involves Cartesian coordinates, in the affine case the Fubini-Study metric describes a Poincaré half plane [8, 7], has a constant negative curvature [9], and is geodesically complete. Unlike a flat plane, or a constant positive curvature surface (which holds the metric of three-dimensional spin coherent states), a space of constant negative curvature can not be visualized in a 3-dimensional flat space. At every point in this space the negative curvature appears like a saddle having an “up curve” in the direction of the rider’s chest and a “down curve” in the direction of the rider’s legs. 111Of course other types of more complex quantizations may still be possible who involve non-constant curvature surfaces [10, 11].

In the present work we show, with the aid of a Path Integral Monte Carlo (PIMC) analysis, that r=4r=4 and n=2n=2 can be acceptably quantized using scaled affine quantization which had been previously successfully used for the covariant case [12, 13, 14, 15, 16, 17, 18, 19]

Being the current study in a lower, therefore unphysical, spacial dimension it nonetheless allowed us to get closer to the continuum limit than it was feasible for the physically relevant four-dimensional case on the computer due to the rapid increase of necessary lattice points as dimensionality is increased. Therefore this work can indirectly give us a better understanding of the physically relevant case which had been already preliminarily studied by us in its covariant version [13]. Interestingly, the triviality of the scaling limits of the canonical Ising and covariant self-interacting scalar field models in four dimensions has been rigorously demonstrated recently [20].

II A Comparison Between Canonical Quantization and Affine Quantization for ultralocal Fields

II.1 Canonical quantization (CQ) of scalar fields

Let us begin with the classical Hamiltonian for a single ultralocal field φ(x)\varphi(x)

H(π,φ)={12[π(x)2+m2φ(x)2]+g|φ(x)|r}dsx,\displaystyle H(\pi,\varphi)=\int\{\textstyle{\frac{1}{2}}[\pi(x)^{2}+m^{2}\,\varphi(x)^{2}]+g\,|\varphi(x)|^{r}\;\}\;d^{s}\!x\;, (1)

where n=s+1n=s+1 is the number of spacetime variables, and rr is any real number. When gg is zero, the remaining expression involves a domain in which a full set of variables, i.e., π(x)\pi(x) and φ(x)\varphi(x), lead to a finite Hamiltonian value. If g=0g>0g=0\rightarrow g>0, there are two possible results. If r<2r<2, then the domain remains the same. However, if r>2r>2, then there is a new domain that is smaller than the original domain because the interaction term |φ(x)|rdsx={\textstyle\int}|\varphi(x)|^{r}\;d^{s}\!x=\infty leads to a reduction of certain fields. Since we work in a finite volume region, the fields that cause that divergence are not φ(x)=\varphi(x)=\infty, because that would have eliminated the original domain when g=0g=0. The only way for |φ(x)|rdsx={\textstyle\int}|\varphi(x)|^{r}\;d^{s}\!x=\infty is, for example, given by φ(x)=1/|xc|k\varphi(x)=1/|x-c|^{k} where kk is small enough so that φ(x)2dsx<{\textstyle\int}\varphi(x)^{2}\;d^{s}\!x<\infty, while r>2r>2 is big enough so that |φ(x)|rdsx={\textstyle\int}|\varphi(x)|^{r}\;d^{s}\!x=\infty for example for r=5/2r=5/2. Such behavior leads to immediate results in perturbation infinities in a power series of gg, leading to a non-renormalizable process, for which quantum efforts, using canonical quantization, collapse to “free” results, despite that g>0g>0, as all that is continuously connected to the original free theory where g=0g=0. Here we should be more precise since the relevant quantity to look at is the action rather than the Hamiltonian, so we should really compare the interaction term |φ(x)|rdnx{\textstyle\int}|\varphi(x)|^{r}\;d^{n}x and the kinetic term [φ(x)/x0]2dnx{\textstyle\int}[\partial\varphi(x)/\partial x_{0}]^{2}\;d^{n}x or the mass term φ(x)2dnx{\textstyle\int}\varphi(x)^{2}\;d^{n}x. If we consider stationary fields as particular cases then the relevant integral is the mass term and we immediately see that we may have triviality for r>2r>2. But the same remains true also for space independent fields. 222If we consider φ(x)=1/|x0c|k\varphi(x)=1/|x_{0}-c|^{k} then in order to have 𝒟g>0𝒟g=0{\cal D}_{g>0}\subset{\cal D}_{g=0}, where 𝒟g{\cal D}_{g} is the domain of those φ(x)\varphi(x), in the ultralocal theory, where the action is not divergent, we require a divergent interaction term but a convergent kinetic term or rk>1>2(k+1)rk>1>2(k+1) that is possible if r>2r>-2. Additionally, since we always want a convergent mass term we must also have 0<k<1/20<k<1/2 which again requires r>2r>2 for triaviality. This means that for r>2r>2 the domains change because of reducing gg back to zero will only retain the smallest version of the domain by continuity, and that will not be the theory you started out with. For space independent fields the ultralocal theory is the same as the covariant theory which is trivial for r>2n/(n2)>2r>2n/(n-2)>2. This is due to the fact that 𝒟gcovariant𝒟gultralocal{\cal D}_{g}^{\rm covariant}\neq{\cal D}_{g}^{\rm ultralocal}. As we will see in Section IV, our numerical results give evidence for a “free” behavior of the CQ theory in this case.

Having seen what CQ can show us, now let us turn to AQ.

II.2 Affine quantization (AQ) of scalar fields

The classical affine variables are the dilation κ(x)π(x)φ(x)\kappa(x)\equiv\pi(x)\,\varphi(x) and the field φ(x)0\varphi(x)\neq 0. The reason we insist that φ(x)0\varphi(x)\neq 0 is because if φ(x)=0\varphi(x)=0 and κ(x)=0\kappa(x)=0 then π(x)\pi(x) is not well defined.

We next introduce the same classical Hamiltonian we chose before now expressed in affine variables. This leads us to

H(κ,φ)={12[κ(x)2φ(x)2+m2φ(x)2]+g|φ(x)|r}dsx,\displaystyle H^{\prime}(\kappa,\varphi)=\int\{\textstyle{\frac{1}{2}}[\kappa(x)^{2}\,\varphi(x)^{-2}+m^{2}\,\varphi(x)^{2}]+g\,|\varphi(x)|^{r}\}\;d^{s}\!x\;, (2)

in which φ(x)0\varphi(x)\neq 0 is an important fact. With these variables we see that π=k/φ\pi=k/\varphi so we should not let neither φ=0\varphi=0 nor φ=±\varphi=\pm\infty otherwise in either cases we could find a form of indecision (0/00/0 or /\infty/\infty) for the dilation kk which would then be not well defined. The essential result 0<|φ(x)|<0<|\varphi(x)|<\infty, leads to the fact that these AQ bounds on φ(x)\varphi(x) forbid any non-renormalizability, a ‘disease’ which plagues the CQ analysis. With AQ, this new insight implies that any model φnr\varphi^{r}_{n} does not become a “free” result, but leads to an appropriate “non-free” result.

What follows in the coming sections is additional PIMC studies using AQ and CQ procedures.

III Lattice formulation of the field theory

The quantum affine operators are the scalar field φ^(x)=φ(x)\hat{\varphi}(x)=\varphi(x) and the dilation operator 333Since φ(x)0\varphi(x)\neq 0, that means ππ\pi^{\dagger}\neq\pi so, to make that clear we should say that κ^(x)[φ^(x)π^(x)+π^(x)φ^(x)]/2\hat{\kappa}(x)\equiv[\hat{\varphi}(x)\hat{\pi}(x)+\hat{\pi}^{\dagger}(x)\hat{\varphi}(x)]/2 to make sure that k^=k^\hat{k}^{\dagger}=\hat{k}. But π^φ^=π^φ^\hat{\pi}^{\dagger}\hat{\varphi}=\hat{\pi}\hat{\varphi} because in that case π^\hat{\pi}^{\dagger} acts like π^\hat{\pi} thanks to having π^\hat{\pi} acting on φ^\hat{\varphi}. κ^(x)=[φ^(x)π^(x)+π^(x)φ^(x)]/2\hat{\kappa}(x)=[\hat{\varphi}(x)\hat{\pi}(x)+\hat{\pi}(x)\hat{\varphi}(x)]/2 where the momentum operator is π^(x)=iδ/δφ(x)\hat{\pi}(x)=-i\hbar\delta/\delta\varphi(x). Accordingly for the self adjoint kinetic term κ^(x)φ^(x)2κ^(x)=π^(x)2+(3/4)δ(0)2sφ(x)2\hat{\kappa}(x)\hat{\varphi}(x)^{-2}\hat{\kappa}(x)=\hat{\pi}(x)^{2}+(3/4)\hbar\delta(0)^{2s}\varphi(x)^{-2} and one finds for the quantum Hamiltonian operator

H^(κ^,φ^)={12[π^(x)2+m2φ(x)2]+g|φ(x)|r+382δ(0)2sφ(x)2}dsx.\displaystyle\hat{H^{\prime}}(\hat{\kappa},\hat{\varphi})=\int\left\{\textstyle{\frac{1}{2}}[\hat{\pi}(x)^{2}+m^{2}\,\varphi(x)^{2}]+g\,|\varphi(x)|^{r}+{\textstyle\frac{3}{8}}\hbar^{2}\frac{\delta(0)^{2s}}{\varphi(x)^{2}}\right\}\;d^{s}\!x. (3)

As in previous works [16, 17, 19] we use the scaling πas/2π,φas/2φ,gas(r2)/2g\pi\rightarrow a^{-s/2}\pi,\varphi\rightarrow a^{-s/2}\varphi,g\rightarrow a^{s(r-2)/2}g, which is necessary 444 Note that from a physical point of view one never has to worry about the mathematical divergence since the lattice spacing will necessarily have a lower bound. For example at an atomic level one will have a1a\gtrsim 1Å. In other words the continuum limit will never be a mathematical one. to eliminate the Dirac delta factor δ(0)=a1\delta(0)=a^{-1} divergent in the continuum limit a0a\to 0. Of course for r>2r>2 the rescaled coupling constant, gg, vanishes in the continuum limit since a0a\to 0, therefore we expect no difference between the interacting and the free model in such a limit. The theory considers a real scalar field φ\varphi taking the value φ(x)\varphi(x) on each site of a periodic, hypercubic, nn-dimensional lattice of lattice spacing aa, our ultraviolet cutoff, and periodicity L=NaL=Na. The affine action for the field, 𝒮=H¯𝑑x0{\cal S}^{\prime}=\int\bar{H^{\prime}}\,dx_{0} (with x0=ctx_{0}=ct where cc is the speed of light constant and tt is imaginary time), with H¯\bar{H^{\prime}} the semi-classical Hamiltonian corresponding to the one of Eq. (3), is then approximated by

𝒮[φ]/a\displaystyle{\cal S}^{\prime}[\varphi]/a \displaystyle\approx 12{xa2[φ(x)φ(x+e0)]2+m2xφ(x)2}+xg|φ(x)|r\displaystyle\textstyle{\frac{1}{2}}\left\{\sum_{x}a^{-2}[\varphi(x)-\varphi(x+e_{0})]^{2}+m^{2}\sum_{x}\varphi(x)^{2}\right\}+\sum_{x}g\,|\varphi(x)|^{r} (4)
+38x21φ(x)2,\displaystyle+{\textstyle\frac{3}{8}\sum_{x}}\hbar^{2}{\displaystyle\frac{1}{\varphi(x)^{2}}},

where eμe_{\mu} is a vector of length aa in the +μ+\mu direction. Respect to the previously considered covariant case [12, 13, 14, 15, 16, 17, 18, 19], being now absent derivatives with respect to space, the field is allowed to be discontinuous in space (but will still be continuous in time).

The corresponding canonical action, 𝒮=H¯𝑑x0{\cal S}=\int\bar{H}\,dx_{0}, is then approximated by

𝒮[φ]/a\displaystyle{\cal S}[\varphi]/a\approx 12{xa2[φ(x)φ(x+e0)]2+m2xφ(x)2}+xg|φ(x)|r.\displaystyle\textstyle{\frac{1}{2}}\left\{\sum_{x}a^{-2}[\varphi(x)-\varphi(x+e_{0})]^{2}+m^{2}\sum_{x}\varphi(x)^{2}\right\}+\sum_{x}g\,|\varphi(x)|^{r}. (5)

In this work we are interested in reaching the continuum limit by taking NaNa fixed and letting NN\to\infty at fixed volume LsL^{s} and absolute temperature T=1/kBLT=1/k_{B}L with kBk_{B} the Boltzmann’s constant.

The vacuum expectation value of an observable 𝒪[φ]{\cal O}[\varphi] will then be given by the following expression

𝒪=𝒪[φ]exp(𝒮[φ])𝒟φ(x)exp(𝒮[φ])𝒟φ(x),\displaystyle\langle{\cal O}\rangle=\frac{\int{\cal O}[\varphi]\exp(-{\cal S}[\varphi])\;{\cal D}\varphi(x)}{\int\exp(-{\cal S}[\varphi])\;{\cal D}\varphi(x)}, (6)

where the functional integrals will be calculated on a lattice using the path integral Monte Carlo method as explained further on.

IV Path Integral Monte Carlo (PIMC) simulation

We performed PIMC [21, 22, 23, 24] for the action of Eq. (4) with r=4r=4 and n=2n=2. In particular we calculated the renormalized coupling constant gRg_{R} and mass mRm_{R} defined in Eqs. (11) and (13) of [13] respectively, measuring them in the path integral MC through vacuum expectation values like in Eq. (6). In particular mR2=p02|φ~(p0)|2/[φ~(0)2|φ~(p0)|2]m_{R}^{2}=p_{0}^{2}\langle|\tilde{\varphi}(p_{0})|^{2}\rangle/[\langle\tilde{\varphi}(0)^{2}\rangle-\langle|\tilde{\varphi}(p_{0})|^{2}\rangle] and at zero momentum gR=[3φ~(0)22φ~(0)4]/φ~(0)22g_{R}=[3\langle\tilde{\varphi}(0)^{2}\rangle^{2}-\langle\tilde{\varphi}(0)^{4}\rangle]/\langle\tilde{\varphi}(0)^{2}\rangle^{2}, where φ~(p)=dnxeipxφ(x)\tilde{\varphi}(p)=\int d^{n}x\;e^{ip\cdot x}\varphi(x) is the Fourier transform of the field and we choose the 2-momentum p0p_{0} with the zero component equal to 2π/Na2\pi/Na and the other component equal to zero. Since the integration variables in Eq. (6) are NnN^{n}, being able to choose n=2n=2 allowed us to greatly speed up the calculations compared to our previous covariant studies for n>2n>2 [12, 13, 14, 15, 16, 17, 18, 19] and this made possible to push ourselves closer to the continuum limit, to bigger NN.

Following Freedman et al. [2], for each NN and gg, we adjusted the bare mass mm in such a way to maintain the renormalized mass approximately constant, mR3m_{R}\approx 3, to within a few percent (in all cases less than 20%20\%), and we measured the renormalized coupling constant gRg_{R} for various values of the bare coupling constant gg at a given small value of the lattice spacing a=1/Na=1/N (this corresponds to choosing an absolute temperature kBT=1k_{B}T=1 and a fixed length L=1L=1). Note that in the CQ case it was necessary to choose imaginary bare masses for g>0g>0. With NaNa and mRm_{R} fixed, as aa was made smaller, whatever change we found in gRmRng_{R}m_{R}^{n} as a function of gg could only be due to the change in aa. We generally found that a depression in mRm_{R} produced an elevation in the corresponding value of gRg_{R} and viceversa; for this reason it is convenient to define an alternative renormalized coupling constant less sensitive to small variations of mRm_{R}, namely gR(mR)ng_{R}(m_{R})^{n} (see [2]). The results are shown in Fig. 1 for the scaled canonical action (5) and the scaled affine action (4) in natural units c==kB=1c=\hbar=k_{B}=1, where, following Freedman et al. [2] we decided to compress the range of gg for display, by choosing the horizontal axis to be g/(50+g)g/(50+g). The constraint mR3m_{R}\approx 3 was not easy to implement since for each NN and gg we had to run the simulation several times with different values of the bare mass mm in order to determine the value which would satisfy the constraint mR3m_{R}\approx 3. This was the main source of uncontrolled uncertainty in the data.

In our simulations we used 10810^{8} MC steps where in each step we attempt to move once all the NnN^{n} fields variables of integration through the Metropolis algorithm [21]. We used block averages and estimated the statistical errors using the jakknife method (described in Section 3.6 of [25]) to take into account of the correlation time of the simulations. We always adjusted the field displacement in the random walk so to keep the acceptance ratios as close as possible to 1/21/2.

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Figure 1: (color online) For the scaled canonical (left panels) and scaled affine (right panels) φ24\varphi^{4}_{2} ultralocal euclidean scalar field theory, we show the renormalized mass mRm_{R} (top panels), the renormalized coupling constants gRg_{R} (central panels), and gRmRng_{R}m_{R}^{n} (bottom panels) for various values of the bare coupling constant gg at decreasing values of the lattice spacing a=1/Na=1/N (NN\to\infty continuum limit). The statistical errors in the Monte Carlo were smaller than the symbols used. The main source of uncertainty is nonetheless the indirect one stemming from the unavoidable difficulty of keeping the renormalized mass constant throughout all cases. The lines connecting the simulation points are just a guide for the eye.

Comparing the results for the scaled canonical and affine action we can see how the renormalized coupling constant of the two approaches behaves very similarly at g0g\neq 0, 555Comparing with the previous covariant studies [12, 13, 14, 15, 16, 17, 18, 19] we can now say that removing the gradient term leads to a wilder behavior of the paths which could complicate finding any difference between CQ and AQ. but in a neighborhood of g=0g=0 the affine version remains far from zero in the continuum limit when the ultraviolet cutoff is removed (Na=1Na=1 and NN\to\infty). The decrease of the renormalized coupling gRg_{R} for increasing NN has to be expected, both for the CQ and the AQ cases, due to the use we made of the scaling gas(r2)/2gg\rightarrow a^{s(r-2)/2}g which makes the model a “free” one in the continuum limit, a0a\to 0, when r>2r>2. Of course the scaling we used has just a mathematical and not a physical justification (see footnote 4). In particular the scaling permits to have non diverging field expectation values in the AQ approach. Therefore as already observed in several previous covariant studies [12, 13, 14, 15, 18] we expect that also in this ultralocal case the AQ approach gives rise to a “non-free” field theory contrary to what happens for the CQ approach for r>2r>2. This success of affine quantization to produce a well-defined, renormalizable, nontrivial, “non-free” quantum field theory is one of its merits and benefits.

During our simulations we kept under control also the vacuum expectation value of the field which in all cases was found to vanish in agreement with the fact that the symmetry φφ\varphi\to-\varphi of the scaled canonical action is preserved in the scaled affine case. The random walk in the field is always able to tunnel through the barrier at φ=0\varphi=0 due to the affine effective term, 38(/φ)2\frac{3}{8}(\hbar/\varphi)^{2}, in the interaction. This is a consequence of working at finite NN and we expect the symmetry to be spontaneously broken in the continuum NN\to\infty limit 666Once again this is only possible in a mathematical world but not in the physical (see footnote 4). when the point at φ=0\varphi=0 is excluded. Our results also show how the sum rules gR0g_{R}\to 0 and mRmm_{R}\to m for g0g\to 0 are satisfied for CQ as it should for any gaussian weighting factor exp(𝒮[φ])\exp(-{\cal S}[\varphi]) for any NN.

V Conclusions

In conclusion we performed a path integral Monte Carlo study of the properties (mass and coupling constant) of the renormalized ultralocal euclidean scalar field theory φ24\varphi^{4}_{2} quantized through scaled affine and canonical quantization. Our results confirm the theoretical expectation for a “free” theory in the continuum limit. This is merely a consequence of the chosen scaling. As in previous works on covariant theories we expect that also in this ultralocal case the un-scaled AQ approach gives rise to a “non-free” field theory contrary to what happens for the un-scaled CQ approach for r>2r>2. Indeed already for the scaled version in the AQ theory the renormalized coupling does not seem to go towards zero at least when the bare coupling is zero when one approaches the continuum limit, as stems from our path integral Monte Carlo results. This means that a “free” scaled AQ theory is profoundly different from a “free” scaled CQ one: the former is therefore non-trivial and renormalizable and the latter is trivial and non-renormalizable.

References

  • Klauder [2020a] J. R. Klauder, An Ultralocal Classical and Quantum Gravity Theory, Journal of High Energy Physics, Gravitation and Cosmology 6, 656 (2020a).
  • Freedman et al. [1982] B. Freedman, P. Smolensky, and D. Weingarten, Monte carlo evaluation of the continuum limit of ϕ44\phi_{4}^{4} and ϕ34\phi_{3}^{4}, Physics Letters 113B, 481 (1982).
  • Aizenman [1981] M. Aizenman, Proof of the Triviality of ϕd4\phi^{4}_{d} Field Theory and Some Mean-Field Features of Ising Models for d>4d>4, Phys. Rev. Lett. 47, 886(E) (1981).
  • Fröhlich [1982] J. Fröhlich, On the Triviality of λϕd4\lambda\phi_{d}^{4} Theories and the Approach to the Critical Point in d4d\geq 4 Dimensions, Nuclear Physics B 200, 281 (1982).
  • Siefert and Wolff [2014] J. Siefert and U. Wolff, Triviality of φ4\varphi^{4} theory in a finite volume scheme adapted to the broken phase, Physics Letters B 733, 11 (2014).
  • Klauder [2000] J. R. Klauder, Beyond Conventional Quantization (Cambridge University Press, 2000) chap. 5.
  • Klauder [2020b] J. R. Klauder, The Benefits of Affine Quantization, Journal of High Energy Physics, Gravitation and Cosmology 6, 175 (2020b).
  • Klauder [2020c] J. R. Klauder, Quantum Gravity Made Easy, Journal of High Energy Physics, Gravitation and Cosmology 6, 90 (2020c).
  • Fantoni et al. [2003] R. Fantoni, B. Jancovici, and G. Téllez, Pressures for a One-Component Plasma on a Pseudosphere, J. Stat. Phys. 112, 27 (2003).
  • Fantoni and Téllez [2008] R. Fantoni and G. Téllez, Two dimensional one-component plasma on a Flamm’s paraboloid, J. Stat. Phys. 133, 449 (2008).
  • Fantoni [2019] R. Fantoni, Plasma living in a curved surface at some special temperature, Physica A 177, 524 (2019).
  • Fantoni [2021] R. Fantoni, Monte Carlo Evaluation of the Continuum Limit of (ϕ12)3(\phi^{12})_{3}, J. Stat. Mech. , 083102 (2021).
  • Fantoni and Klauder [2021a] R. Fantoni and J. R. Klauder, Affine Quantization of (φ4)4(\varphi^{4})_{4} Succeeds While Canonical Quantization Fails, Phys. Rev. D 103, 076013 (2021a).
  • Fantoni and Klauder [2021b] R. Fantoni and J. R. Klauder, Monte Carlo evaluation of the continuum limit of the two-point function of the Euclidean free real scalar field subject to affine quantization, J. Stat. Phys. 184, 28 (2021b).
  • Fantoni and Klauder [2021c] R. Fantoni and J. R. Klauder, Monte Carlo evaluation of the continuum limit of the two-point function of two Euclidean Higgs real scalar field subject to affine quantization, Phys. Rev. D 104, 054514 (2021c).
  • Fantoni and Klauder [2022a] R. Fantoni and J. R. Klauder, Eliminating Nonrenormalizability Helps Prove Scaled Affine Quantization of φ44\varphi^{4}_{4} is Nontrivial, Int. J. Mod. Phys. A 37, 2250029 (2022a).
  • Fantoni [2022] R. Fantoni, Scaled Affine Quantization of φ312\varphi^{12}_{3} is Nontrivial, Int. J. Mod. Phys. A (submitted)  (2022).
  • Fantoni and Klauder [2022b] R. Fantoni and J. R. Klauder, Kinetic Factors in Affine Quantization and Their Role in Field Theory Monte Carlo, Int. J. Mod. Phys. A 37, 2250094 (2022b).
  • Fantoni and Klauder [2022c] R. Fantoni and J. R. Klauder, Scaled Affine Quantization of φ44\varphi^{4}_{4} in the Low Temperature Limit, Eur. Phys. J. C 82, 843 (2022c).
  • Aizenman and Duminil-Copin [2021] M. Aizenman and H. Duminil-Copin, Marginal triviality of the scaling limits of critical 4D Ising and ϕ44\phi^{4}_{4} models, Ann. Math. 194, 163 (2021).
  • Metropolis et al. [1953] N. Metropolis, A. W. Rosenbluth, M. N. Rosenbluth, A. M. Teller, and E. Teller, Equation of State Calculations by Fast Computing Machines, J. Chem. Phys. 1087, 21 (1953).
  • Kalos and Whitlock [2008] M. H. Kalos and P. A. Whitlock, Monte Carlo Methods (Wiley-Vch Verlag GmbH & Co., Germany, 2008).
  • D. M. Ceperley [1995] D. M. Ceperley, Rev. Mod. Phys. 67, 279 (1995).
  • Fantoni [2012] R. Fantoni, Localization of acoustic polarons at low temperatures: A path integral Monte Carlo approach, Phys. Rev. B 86, 144304 (2012).
  • Janke [2002] W. Janke, Statistical Analysis of Simulations: Data Correlations and Error Estimation, in Quantum Simulations of Complex Many-Body Systems: From Theory to Algorithms, NIC Series, Vol. 10, edited by J. Grotendorst, D. Marx, and A. Muramatsu (John von Neumann Institute for Computing, Jülich, 2002) pp. 423–445, ISBN 3-00-009057-6.