computo ergo sum

2026-10-01 · chapter Yang–Mills and the mass gapPart 4 QuantisationΛ, exp(−1/g²)

The whole book Contents and reading orders
  1. Part 0 Entrance — how to read this book
  2. 0-01 How to read this book
  3. 0-02 One picture
  4. 0-03 Reading the problem statement word by word
  5. 0-04 Four dimensions in mathematics and four dimensions in physics
  6. Part 1 Mathematical preparation
  7. 1-01 Vector spaces and linear maps
  8. 1-02 What a group is
  9. 1-03 Lie groups and Lie algebras
  10. 1-04 SU(2) and SU(3)
  11. 1-05 Manifolds and tangent spaces
  12. 1-06 Differential forms and the exterior derivative
  13. 1-07 Vector bundles and connections
  14. 1-08 Probability and measure
  15. 1-09 Probability in infinite dimensions
  16. 1-10 Hilbert spaces and self-adjoint operators
  17. 1-11 Fourier analysis and distributions
  18. 1-12 Detour: what happens only in four dimensions
  19. Part 2 Physical preparation
  20. 2-01 Lagrangians and the action
  21. 2-02 The idea of a field
  22. 2-03 Electromagnetism is a gauge theory
  23. 2-04 Special relativity and spacetime
  24. 2-05 The bones of quantum mechanics
  25. 2-06 The harmonic oscillator and creation and annihilation
  26. 2-07 The idea of the path integral
  27. 2-08 Statistical mechanics and phase transitions
  28. 2-09 Detour: the gap and the correlation length in the Ising model
  29. 2-10 The relaxation time and the dynamical exponent z
  30. Part 3 Yang–Mills theory (classical)
  31. 3-01 The gauge principle
  32. 3-02 Non-abelian gauge fields
  33. 3-03 The action and the equations
  34. 3-04 Gauge theory as geometry
  35. 3-05 Instantons and topology
  36. 3-06 Detour: Donaldson and exotic R⁴
  37. 3-07 Yang–Mills inside the Standard Model
  38. Part 4 Quantisation
  39. 4-01 Canonical quantisation and the Hamiltonian
  40. 4-02 The path integral and Euclideanisation
  41. 4-03 Perturbation theory and Feynman diagrams
  42. 4-04 Divergences and renormalisation
  43. 4-05 The algebra of divergences
  44. 4-06 Asymptotic freedom
  45. 4-07 Dimensional transmutation and Λ
  46. 4-08 Gauge fixing and Faddeev–Popov
  47. 4-09 The axioms of quantum field theory
  48. 4-10 The Osterwalder–Schrader axioms and reconstruction
  49. 4-11 The definition of the mass gap
  50. 4-12 Detour: the perturbation series diverges
  51. Part 5 Lattice gauge theory
  52. 5-01 Wilson's lattice
  53. 5-02 The strong-coupling expansion
  54. 5-03 Reflection positivity and the transfer matrix
  55. 5-04 The infinite-volume limit and the cluster expansion
  56. 5-05 Weak coupling and the continuum limit
  57. 5-06 How U(1) differs from the non-abelian case
  58. 5-07 The Monte Carlo method
  59. 5-08 Measuring glueballs and the string tension
  60. 5-09 What to hold fixed when taking the limit
  61. 5-10 Lattice gauge theory with finite groups
  62. 5-11 Detour: Bakry–Émery and one-link integration
  63. Part 6 Constructive field theory
  64. 6-01 What constructive field theory is
  65. 6-02 Solvability in two dimensions and the Yang–Mills measure
  66. 6-03 Constructing scalar fields
  67. 6-04 The cluster expansion
  68. 6-05 The sequence of renormalisation group steps
  69. 6-06 Ultraviolet stability of three-dimensional Yang–Mills
  70. 6-07 Four dimensions
  71. 6-08 Triviality of φ⁴ in four dimensions
  72. 6-09 Stochastic quantisation and regularity structures
  73. 6-10 Where four dimensions stops
  74. 6-11 Obstacles other than divergence
  75. 6-12 Detour: "if 1/0 is given a symbol"
  76. Part 7 From the side of physics
  77. 7-01 How physics sees it
  78. 7-02 Mechanisms of confinement
  79. 7-03 The string picture
  80. 7-04 Large N
  81. 7-05 String theory and extra dimensions
  82. 7-06 How extra dimensions become invisible
  83. 7-07 Where gauge fields come from
  84. 7-08 Holography
  85. 7-09 The mass gap becomes geometry
  86. 7-10 Back to four dimensions
  87. 7-11 Supersymmetry and Seiberg–Witten
  88. 7-12 The sentence that plays the role of an equivalence principle
  89. 7-13 Where the way physics digs parts from mathematics
  90. Part 8 A dictionary of two languages — the physical and the mathematical view
  91. 8-01 How to read the dictionary
  92. 8-02 Dictionary A
  93. 8-03 Dictionary B
  94. 8-04 Dictionary C
  95. 8-05 The physical counterparts of our assumptions
  96. Part 9 Where things stand, and open tasks
  97. 9-01 How far the world has come
  98. 9-02 Where the two ways of digging part
  99. 9-03 Candidates for new concepts
  100. 9-04 The list of open tasks
  101. 9-05 Common misconceptions
  102. Part 10 Towards a proof of the mass gap — building the first step of the staircase
  103. 10-00 Entrance — the staircase, and the random walk, the ruler and the clock
  104. 10-01 The line of construction and Assumption H
  105. 10-02 Roads tried on the four-dimensional lattice, and walls
  106. 10-03 The four steps of the staircase — why we start from 0+1 dimensions
  107. 10-04 The path measure of the double well, and kinks
  108. 10-05 The statement of the first step — four conditions and Proposition 4.5
  109. 10-06 (H1) Local Poincaré within a phase
  110. 10-07 The map of (H2) — seven routes and the seam of the ring
  111. 10-08 What computer-assisted means — the conditions on the chain inside the window
  112. 10-09 The sector framework and the three strands of route 5
  113. 10-10 The list of detour plans — types of breakage
  114. 10-11 (H3)(H4) and the constant of the core
  115. 10-12 The integrated table and the dependency graph
  116. 10-13 Lean statements and the limits of machine checking
  117. 10-14 Reconciliation — the numbers of the record and the known numbers
  118. 10-15 What remains and its cost — the distance to a theorem
  119. 10-16 What is not claimed
  120. 10-17 Insights and small questions
  121. Part 11 Further considerations — beyond Assumption H, and other views
  122. 11-00 Further considerations — entrance
  123. 11-01 One form that obstructs H — a nearly conserved global quantity
  124. 11-02 Choosing the ruler and the coordinates again — the length at which conservation breaks
  125. 11-03 Two ways to repair H — the sector H and the local H
  126. 11-04 Which H the one-sided bridge needs
  127. 11-05 Making time continuous — the Hamiltonian lattice and the vacuum measure
  128. 11-06 Paying with rarity instead of convexity — renormalisation on groups and log-Sobolev
  129. 11-07 Because it is four dimensions — the dimensionless coupling and topology
  130. 11-08 Questions, and what is not claimed
  131. 11-A1 Table of notation for Part 11
  132. Appendices
  133. A-01 Table of notation
  134. A-02 Glossary
  135. A-03 Guide to the literature
  136. A-04 Lean and machine checking
  137. A-05 How this book was made
  138. A-06 Index of assumptions

Dimensional transmutation and Λ — quantum theory brings one scale into a classical theory without scales

What this chapter shows — From a classical theory without scales, one scale Λ\Lambda appears in quantum theory as the integration constant of the running coupling. Masses are expected to be constant multiples of Λ\Lambda, and their form e−1/(2b0g2)e^{-1/(2b_0g^2)} does not show up in perturbation theory. The two-dimensional delta well as an exact example.

Prerequisite chapters — 4-06 (the β function and b0,b1b_0,b_1). Helpful: 1-12, 2-05, 3-05. The notation is the same as in 4-06 (ℏ=c=1\hbar=c=1, β(g)=μ dg/dμ\beta(g)=\mu\,dg/d\mu, b0=11N/(48π2)b_0=11N/(48\pi^2)).

Said first — Dimensional transmutation is a physical argument read off from the perturbative renormalisation group, and in four dimensions it is not a theorem. The renormalisation group says only "if there is a mass, it is a constant multiple of Λ\Lambda", and does not say that the coefficient is non-zero (the mass gap). This site shows neither the mass gap nor the construction of the continuum theory.

Order of this chapter
  1. The classical theory has no scale
  2. Λ is the integration constant of the running (Table 2)
  3. One parameter disappears (Figure 1)
  4. Physical quantities are constant multiples of Λ (Table 3)
  5. exp(−1/g²) does not show up in perturbation theory (Table 4)
  6. The two-dimensional delta well (Figure 2, Table 5; Detour: Cooper pairs in a metal)
  7. Λ changes with the convention (Table 6)
  8. How scale symmetry is broken
  9. What can be said and what cannot (Table 7)

01

The classical theory has no scale

With ℏ=c=1\hbar=c=1, length is the inverse of mass, and every quantity can be measured in powers of mass. The dimension of the coupling in the action S=12g2∫tr FμνFμν ddxS=\frac{1}{2g^2}\int\mathrm{tr}\,F_{\mu\nu}F_{\mu\nu}\,d^dx is

[g2]=(mass)4−d(1)[g^2]=(\text{mass})^{4-d} \tag{1}

(2-04, 1-12). In three dimensions g2g^2 is itself a mass, and one can write m=c g2m=c\,g^2 (6-06). In four dimensions gg is dimensionless, so no mass can be made from the classical ingredients. Classical waves have the dispersion ω=∣k∣\omega=|\mathbf k|, and the problem statement also writes 'massless waves that travel at the speed of light' (§1) Known. There are no static finite-energy solutions (lumps) either (3-03; Deser 1976, Coleman 1977) Known.

Example. The action 8π2/g28\pi^2/g^2 of the BPST instanton does not depend on its size ρ\rho (3-05). Classical solutions have no preferred size. If Δ>0\Delta\gt0 in the quantum theory, that scale must come from outside the classical action. This is what 'the mass gap is not classically visible' in §6.6 of the problem statement is about (§05).

02

Λ is the integration constant of the running

The β(g)=μ dg/dμ\beta(g)=\mu\,dg/d\mu of 4-06 is a first-order ordinary differential equation. Separating the variables and integrating gives

ln⁡μΛ=∫g(μ)dg′β(g′)(2)\ln\frac{\mu}{\Lambda}=\int^{g(\mu)}\frac{dg'}{\beta(g')} \tag{2}

The freedom in the lower limit on the right-hand side, taken to the left-hand side as a constant, is Λ\Lambda; being an integration constant, it has the same value whichever point of the flow it is computed from. At one loop (β=−b0g3\beta=-b_0g^3), choosing the constant to be 0 gives

Λ=μ exp⁡ ⁣(−12b0 g2(μ))(3)\Lambda=\mu\,\exp\!\Big(-\frac{1}{2b_0\,g^2(\mu)}\Big) \tag{3}

and differentiating ln⁡Λ\ln\Lambda with respect to ln⁡μ\ln\mu gives 1+β/(b0g3)=01+\beta/(b_0g^3)=0. Rewritten for SU(2) on the lattice (β=4/g2\beta=4/g^2) it is 1/(aΛ)∝e3π2β/111/(a\Lambda)\propto e^{3\pi^2\beta/11}, the same formula as the one-loop part of the bookkeeping length ξRG\xi_{\rm RG} of Part 10 (10-01 The line of construction and Assumption H) Known. From two loops on, a convention for the lower limit is needed. The one widely used is formula (2.7) of Capitani et al. 1999.

Λ=μ (b0g2)−b1/(2b02) e−1/(2b0g2)exp⁡ ⁣(−∫0g[1β(x)+1b0x3−b1b02x]dx)(4)\Lambda=\mu\,(b_0g^2)^{-b_1/(2b_0^2)}\,e^{-1/(2b_0g^2)}\exp\!\Big(-\int_0^{g}\Big[\frac{1}{\beta(x)}+\frac{1}{b_0x^3}-\frac{b_1}{b_0^2x}\Big]dx\Big) \tag{4}

The bracket is finite as x→0x\to0, so 0 can be used as the lower limit. The PDG review explains Λ\Lambda as 'a constant of integration, which corresponds to the scale where the perturbatively-defined coupling would diverge' Known.

Example (Table 2). Treating the two-loop β as exact, we integrated the flow numerically for SU(3) from g2(μ0)=2g^2(\mu_0)=2. Formula (4) is constant to 9 digits. Formula (3) drifts by a factor of 2.7 while μ\mu grows by a factor of 101610^{16}, and the formula with only the prefactor power attached merely shrinks the difference from 4.6% to 0.43%. The numbers are given with their defining formulas.

Table 2 Three "Λ/μ₀" along the two-loop flow of pure SU(3)
μ/μ0\mu/\mu_0g2(μ)g^2(\mu)Formula (3)With the power onlyFormula (4)
12.0000.027630.063410.066444376
10¹⁶0.17330.010280.066160.066444376

Computedpython3 (RK4). The integral in formula (4) agrees between the closed form and numerical integration to 9 digits.

03

One parameter disappears — Λ is a unit

Turning formula (3) around, the whole flow is fixed by Λ\Lambda alone.

g2(μ)=12b0ln⁡(μ/Λ)(μ>Λ, one loop)(5)g^2(\mu)=\frac{1}{2b_0\ln(\mu/\Lambda)}\qquad(\mu\gt\Lambda,\ \text{one loop}) \tag{5}

Λ\Lambda enters only in the form μ/Λ\mu/\Lambda. Doubling Λ\Lambda is the same as halving the unit of mass, and the one-parameter family "choose the coupling at μ0\mu_0" is, up to units, a single theory. The dimensionless gg has been replaced by the dimensionful Λ\Lambda. This is called dimensional transmutation Physics.

Tong writes that this idea was known from the 1973 work of Coleman and E. Weinberg (Tong §2.9). E. Weinberg's thesis of the same year writes, for the electrodynamics of a massless scalar field, that changing the vacuum expectation value ⟨ϕ⟩\langle\phi\rangle generated by quantum effects (the value of the scalar field in the vacuum, which serves as the scale of mass) is 'completely equivalent to changing the scale in which masses are measured' Known. Pure Yang–Mills has no dimensionless coupling left, and the only remaining inputs are the group (NN) and the θ angle (3-05).

Figure 1 Moving the slider for g²(μ₀) shifts the one-loop flow of pure SU(3) (thick line) and Λ (dashed line) sideways (the thin lines are g²(μ₀) = 0.9 to 3.2). "Horizontal axis μ/Λ" makes the six coincide. "Play" moves back and forth
g²(μ₀) = 1.50 → Λ/μ₀ = 8.35e-3

ComputedThe numbers in this figure were computed on this machine (the figure evaluates formulas (3)(5) on the spot). Λ/μ0\Lambda/\mu_0 of the thin lines ranges from 3.44×10−43.44\times10^{-4} to 0.1060.106, but g2g^2 at μ=10Λ\mu=10\Lambda, 103Λ10^3\Lambda and 106Λ10^6\Lambda is always 3.117, 1.039 and 0.520.

The scale comes from the cutoff. On the lattice Λ\Lambda is made from the pair (a,g0)(a,g_0) (formula (8) of 4-06).

04

Physical quantities are constant multiples of Λ — nothing is said about the sign of the coefficient

Computing a physical quantity with the dimension of mass, dimensional analysis gives the form m=μ F(g(μ))m=\mu\,F(g(\mu)). mm does not depend on the choice of μ\mu, so

μddμ(μ F(g(μ)))=μ(F(g)+β(g) F′(g))=0(6)\mu\frac{d}{d\mu}\bigl(\mu\,F(g(\mu))\bigr)=\mu\bigl(F(g)+\beta(g)\,F'(g)\bigr)=0 \tag{6}

and the solution is F(g)=Cexp⁡ ⁣(−∫gdg′/β(g′))F(g)=C\exp\!\big(-\int^g dg'/\beta(g')\big). Comparing with formula (2),

m=C Λ(7)m=C\,\Lambda \tag{7}

where CC is a pure number. Formula (6) is the renormalisation group equation (4-04) for a physical quantity without anomalous dimension. For the string tension σ=C′Λ2\sigma=C'\Lambda^2, and the ratio m/σm/\sqrt\sigma becomes a pure number fixed by NN and θ alone, with no value left to adjust Physics. This is what "one scale" means (7-01, 7-12).

The solutions of formula (6) include C=0C=0. What can be said is only "if there is a mass, it is a constant multiple of Λ\Lambda", and C>0C\gt0 cannot be said. The mass gap problem can be read as the problem of constructing the theory and showing C>0C\gt0 for the state next to the vacuum (0-03, 4-11).

Example (Table 3). Lattice numbers come out as dimensionless ratios (r0r_0 is the length of 4-06). m(0++)m(0^{++}) is the mass of the lightest glueball with spin 0, positive parity and positive charge conjugation (5-08).

Table 3 Dimensionless ratios of pure SU(3)
RatioValueSource
r0ΛMS‾r_0\Lambda_{\overline{\mathrm{MS}}}0.602(48)Capitani et al. 1999
r0 m(0++)r_0\,m(0^{++})4.21(11)(4)Morningstar–Peardon 1999
m(0++)/σm(0^{++})/\sqrt\sigma3.405(21)Athenodorou–Teper 2020
m(0++)/ΛMS‾m(0^{++})/\Lambda_{\overline{\mathrm{MS}}}6.99(59)Division of the two rows above (a rough guide combining values from different papers)

ComputedThe last row was divided with python3, propagating the errors as independent. PhysicsAll are extrapolations from the lattice, to be read on the assumption that the continuum theory exists (7-01).

05

exp(−1/g²) does not show up in perturbation theory

Rewriting formula (7) at one loop gives

mμ=C exp⁡ ⁣(−12b0 g2(μ))(8)\frac{m}{\mu}=C\,\exp\!\Big(-\frac{1}{2b_0\,g^2(\mu)}\Big) \tag{8}

f(x)=e−1/xf(x)=e^{-1/x} (x>0x\gt0), f(x)=0f(x)=0 (x≤0x\le0) can be differentiated any number of times at x=0x=0, and all its derivatives are 0. This is because f(n)(x)=Pn(1/x) e−1/xf^{(n)}(x)=P_n(1/x)\,e^{-1/x} (P1(u)=u2P_1(u)=u^2, P2(u)=u4−2u3P_2(u)=u^4-2u^3), and polynomials cannot beat e−ue^{-u} Known. Expanding (8) in powers of g2g^2, all the coefficients are 0.

Perturbation theory (4-03) computes a power series in g2g^2, so a quantity of the form (8) looks like 0 at every order. §6.6 of the problem statement writes that, since the gap is not classically visible, showing it may need a non-classical change of variables ('change of variables or “duality transformation.”') Known. The abstract of Gross–Neveu 1974 also says that a mass generated dynamically in an asymptotically free theory 'must depend on the coupling constants in a nonanalytic fashion, vanishing exponentially when these vanish' (at the level of the renormalisation group). The tunnelling splitting of the double well is of the same type (2-05).

Example (Table 4). As a rough guide with coefficients set to 1, the order n∗=ln⁡(Λ/μ)/ln⁡αn^*=\ln(\Lambda/\mu)/\ln\alpha at which the nn-th power of α=g2/4π\alpha=g^2/4\pi drops to Λ/μ\Lambda/\mu is 2.8 at g2=1g^2=1, and grows without bound as g→0g\to0. The actual coefficients grow with the order, and the series is thought to diverge (4-12).

Table 4 Pure SU(3), one loop
g2g^2Λ/μ\Lambda/\mun∗n^*log⁡10e−8π2/g2\log_{10}e^{-8\pi^2/g^2}
22.76×10⁻²1.95−17.15
17.63×10⁻⁴2.84−34.29
0.253.39×10⁻¹³7.33−137.16
0.16.71×10⁻³²14.85−342.91

Computedpython3. The rightmost column (§08) agrees with (Λ/μ)11(\Lambda/\mu)^{11} in all digits. PnP_n was checked up to n=6n=6.

06

The two-dimensional delta well — exact dimensional transmutation

An exact example exists in two-dimensional quantum mechanics. In units with ℏ2/2m=1\hbar^2/2m=1, consider the delta-function well in dd dimensions

H=−∇2−g δd(x)(9)H=-\nabla^2-g\,\delta^d(\mathbf x) \tag{9}

δd\delta^d has the dimension of length to the power −d-d, and ∇2\nabla^2 to the power −2-2, so gg has the dimension of length to the power d−2d-2, and is dimensionless at d=2d=2. This is the same situation as four-dimensional Yang–Mills. Taking the Fourier transform as ψ^(k)=∫ψ(x) e−ik⋅x ddx\hat\psi(\mathbf k)=\int\psi(\mathbf x)\,e^{-i\mathbf k\cdot\mathbf x}\,d^dx (1-11), the transform of δd\delta^d is 1. A bound state E=−κ2E=-\kappa^2 satisfies (k2+κ2) ψ^(k)=g ψ(0)(k^2+\kappa^2)\,\hat\psi(\mathbf k)=g\,\psi(0), so dividing by k2+κ2k^2+\kappa^2 and integrating gives

1=g∫∣k∣<Kddk(2π)d 1k2+κ2(10)1=g\int_{|\mathbf k|\lt K}\frac{d^dk}{(2\pi)^d}\,\frac{1}{k^2+\kappa^2} \tag{10}

(KK is the momentum cutoff). For d=2d=2 the right-hand side is (g/4π)ln⁡(1+K2/κ2)(g/4\pi)\ln(1+K^2/\kappa^2), which diverges logarithmically, as does one-loop four-dimensional Yang–Mills (4-04). Solving,

EB=κ2=K2e4π/g−1≈K2 e−4π/g(11)E_B=\kappa^2=\frac{K^2}{e^{4\pi/g}-1}\approx K^2\,e^{-4\pi/g} \tag{11}

the same form as formula (8). Renormalisation is the operation of fixing EBE_B and taking K→∞K\to\infty, which sends the coupling towards 0 as g(K)=4π/ln⁡(1+K2/EB)g(K)=4\pi/\ln(1+K^2/E_B). For K2≫EBK^2\gg E_B,

β(g)=KdgdK=−g22π(12)\beta(g)=K\frac{dg}{dK}=-\frac{g^2}{2\pi} \tag{12}

the sign is negative, that is, asymptotically free. The only parameter left in the limit is EBE_B. Up to here this is an elementary calculation with a momentum cutoff Computed.

On the mathematical side, it is known that in the limit where the cutoff is removed the Hamiltonian converges (in the sense of the resolvent (H−z)−1(H-z)^{-1}) to a self-adjoint operator with exactly one bound state (energy −EB-E_B) (Albeverio et al., Part I, Chapter 5; bibliographic data only) Known. The limit there is taken by shrinking a short-range potential while renormalising the coupling logarithmically, a different route from the momentum cutoff above. As teaching material there is Gosdzinsky–Tarrach 1991 (bibliographic data only).

Figure 2 Moving the slider for the cutoff K shows how the inverse 1/g of the coupling that keeps E_B = 1 moves for d = 1, 2, 3. For d = 2 it is proportional to log K (asymptotically free). "Play" moves K back and forth
K = 10^6.00: g₁ = 2.0000, g₂ = 0.4548, g₃ = 1.97e-5, g₂ up 1%: E_B ×1.31
Table 5 The coupling gd(K)g_d(K) that keeps EB=1E_B=1 (in units of EB\sqrt{E_B})
KKg1g_1g2g_22π/ln⁡K2\pi/\ln Kg3g_3
102.13552.72292.72882.314
10⁶2.00000.45480.45481.974×10⁻⁵
10¹²2.00000.22740.22741.974×10⁻¹¹

ComputedThe numbers in this figure were computed on this machine. The closed form of formula (10) agrees with numerical integration to 11 digits, and K dg/dKK\,dg/dK agrees with −g2/2π-g^2/2\pi for K≥104K\ge10^4 (ratio 1.000000). The factor by which EBE_B changes when g2g_2 is moved by 1% is 1.05 at K=10K=10 and 1.73 at 101210^{12}.

For d=1d=1, EB=g2/4E_B=g^2/4 is a power of gg, and g(K)g(K) settles at 2. For d=3d=3, gg has to be brought to the critical value 2π2/K2\pi^2/K as a power. These are the cases where the mass dimension of the coupling is positive, zero and negative; four-dimensional Yang–Mills is on the d=2d=2 side, and three-dimensional Yang–Mills on the d=1d=1 side (an analogy).

Detour: Cooper pairs in a metal

Detour

A subsection you may skip.

The same logarithm appears for pairs of electrons in a metal. In a metal, the electron states are filled up to the Fermi surface (the surface of the filled sea of electrons). Let ξ\xi be the energy of one electron measured from the Fermi surface, and N(0)N(0) the density of states per spin at the Fermi surface (the number of states per unit energy and unit volume). If two electrons on the surface feel an attraction of strength VV only within the shell 0<ξ<ωD0\lt\xi\lt\omega_D (ωD\omega_D is the maximum frequency of lattice vibrations, the cutoff here), the binding condition, by the same steps as formula (10), is

1=N(0)V∫0ωDdξ2ξ+EB=N(0)V2ln⁡(1+2ωDEB)(15)1=N(0)V\int_0^{\omega_D}\frac{d\xi}{2\xi+E_B}=\frac{N(0)V}{2}\ln\Big(1+\frac{2\omega_D}{E_B}\Big) \tag{15}

Since N(0)N(0) is constant, a logarithm appears, just as with d2k∝d(k2)d^2k\propto d(k^2) in two dimensions. Solving gives EB=2ωD/(e2/(N(0)V)−1)≈2ωD e−2/(N(0)V)E_B=2\omega_D/(e^{2/(N(0)V)}-1)\approx2\omega_D\,e^{-2/(N(0)V)}: even a weak attraction has a bound state, and its size does not show up in the series in powers of VV (Cooper 1956; bibliographic data only) Known. The 2 in the exponent comes from the convention of taking N(0)N(0) per spin.

Computedpython3. The closed form and numerical integration of formula (15) agree within double precision for N(0)V=0.05N(0)V=0.05 to 0.5.

07

Λ changes with the convention, the ratios do not

The value of Λ\Lambda changes with the definition of the coupling (the scheme). If gg of scheme A and g~\tilde g of scheme B are related by g~=g+c g3+O(g5)\tilde g=g+c\,g^3+O(g^5), then 1/g~2=1/g2−2c+O(g2)1/\tilde g^2=1/g^2-2c+O(g^2), so from formula (3)

ΛBΛA=ec/b0(13)\frac{\Lambda_B}{\Lambda_A}=e^{c/b_0} \tag{13}

Since b0,b1b_0,b_1 do not depend on the scheme (4-06), this ratio holds exactly for the Λ\Lambda of formula (4). The abstract of Celmaster–Gonsalves 1979 writes that the ratio of Λ\Lambda in two schemes is 'a pure number which we show is exactly deducible from our one-loop results' Known.

Example (Table 6). MS (minimal subtraction: the scheme that subtracts only the poles appearing in dimensional regularisation; 4-04) and MS‾\overline{\mathrm{MS}}, the PDG's standard (the scheme that also subtracts the constant ln⁡4π−γE\ln4\pi-\gamma_E along with the poles; Bardeen et al. 1978), differ only by the rescaling μ2→μ2eγE/4π\mu^2\to\mu^2e^{\gamma_E}/4\pi, and the ratio is 4πe−γE=2.656\sqrt{4\pi e^{-\gamma_E}}=2.656. The ratio 28.81 to the lattice Wilson action (SU(3), 4-06) also comes from a shift in 1/g21/g^2 of only 0.468. The one-loop difference enters the exponent multiplied by 1/b01/b_0, so Λ\Lambda changes by an order of magnitude or more.

Table 6 Changing the scheme and the ratio of Λs
RatioGroupccShift in 1/g21/g^2ec/b0e^{c/b_0}Ratio from formula (4)
MS‾\overline{\mathrm{MS}} / MSSU(3)0.0681−0.1362.656—
MS‾\overline{\mathrm{MS}} / latticeSU(3)0.2341−0.46828.8128.8100
MS‾\overline{\mathrm{MS}} / latticeSU(2)0.1387−0.27719.8219.8200

Computedpython3. Building the β of scheme B from g~=g(1+cg2)\tilde g=g(1+cg^2) and integrating formula (4) numerically, the ratio is constant to 6 digits for μ/μ0=1\mu/\mu_0=1 to 101610^{16}. The ratio for the formula with the prefactor power only is slow: 6.76→23.08 (SU(3)).

Ratios of physical quantities such as m/σm/\sqrt\sigma do not depend on the scheme. r0Λr_0\Lambda is a single number only once the scheme is named. To attach MeV, another quantity is borrowed (7-01).

08

How scale symmetry is broken — instantons and the trace anomaly

The classical scale symmetry of §01 leaves traces in two places in the quantum theory. One is the size of instantons: ρ\rho, free in the classical theory, is distinguished by the running of the coupling (Tong §2.3.1–§2.3.2). Using the coupling at the scale 1/ρ1/\rho, from formula (3) and 16π2b0=11N/316\pi^2b_0=11N/3, at one loop

e−8π2/g2(1/ρ)=(ρΛ)11N/3(14)e^{-8\pi^2/g^2(1/\rho)}=(\rho\Lambda)^{11N/3} \tag{14}

holds identically (checked against Table 4 Computed). Small instantons are suppressed by a power of ρΛ\rho\Lambda, and the suppression stops working at ρ∼1/Λ\rho\sim1/\Lambda. The one-loop calculation is 't Hooft 1976 Physics.

The other is the trace of the energy–momentum tensor. The divergence of the conserved current of scale transformations (2-01) is the trace TμμT^\mu{}_\mu, which is 0 classically in four dimensions (3-03). In the quantum theory a term in FμνaFa μνF^a_{\mu\nu}F^{a\,\mu\nu} proportional to β(g)\beta(g) remains (Collins–Duncan–Joglekar 1977; for the formula, 8-04) Physics. §4 of the problem statement also includes 'the existence of a stress tensor' in the short-distance requirements Known.

09

What can be said and what cannot

On the lattice, a test from formula (7) is whether ratios of correlation lengths ξlat=1/(am)\xi_{\mathrm{lat}}=1/(am) approach constant values (5-05, 5-09). We list the degree of certainty example by example. The top four are two-dimensional models with a dimensionless coupling, and what has become a theorem is either a model with finitely many degrees of freedom or a form that keeps the cutoff.

Row by row, we separate what is a theorem from what is physics. For the delta well, the binding condition (10) with a cutoff is an elementary calculation, and the operator in the limit with the cutoff removed is in the mathematical literature. For the two-dimensional Gross–Neveu model (a model of interacting fermions), keeping the ultraviolet cutoff and taking the number of components NN large (but finite), it is a theorem that the two-point function decays exponentially, that is, that a mass is generated. For the two-dimensional O(N) σ model (a model of fields valued in NN-component vectors of length 1), mass generation in a regularised version is also a theorem, but there is still no construction of the theory with the cutoff removed. The 8/e8/e of O(3) is a physical value obtained by matching the result of the Bethe ansatz (a method that uses the exact solvability of scattering in two-dimensional integrable models) with perturbation theory. For pure SU(3) in four dimensions, the ratio m/Λm/\Lambda comes only from lattice numbers, and neither the construction of the theory nor Δ>0\Delta\gt0 has been shown.

Table 7 Examples of dimensional transmutation, and their status in mathematics
ModelScaleStatus in mathematics
Two-dimensional delta wellK2e−4π/g(K)K^2e^{-4\pi/g(K)}With a cutoff, an elementary calculation. The limit with the cutoff removed is a self-adjoint operator with exactly one bound state (Albeverio et al.; bibliographic data only)
Two-dimensional Gross–NeveuNon-analytic massWith a cutoff and large finite NN, exponential decay is a theorem (Kopper–Magnen–Rivasseau 1995)
Two-dimensional O(3) σ modelm=(8/e)ΛMS‾m=(8/e)\Lambda_{\overline{\mathrm{MS}}}A physical value from matching the Bethe ansatz with perturbation theory (Hasenfratz–Maggiore–Niedermayer 1990)
Two-dimensional O(N) σ model (NN large and finite)Mass mmWith an ultraviolet cutoff, mass generation (exponential decay of correlations) is a theorem (Kopper 1999). A construction at the level required did not exist as of the 2004 report (Douglas 2004)
Four-dimensional pure SU(3)m(0++)≈7ΛMS‾m(0^{++})\approx7\Lambda_{\overline{\mathrm{MS}}} (the rough guide of Table 3)Lattice numbers. Neither the construction nor Δ>0\Delta\gt0 is proved

The problem statement does not mention Λ\Lambda; it asks for Δ>0\Delta\gt0 and for agreement with the predictions of asymptotic freedom at short distances (0-03). If the theory exists and agrees with those predictions, in physics one considers that Λ\Lambda can be read off from them Physics. The mass gap is then the claim that CC, which shows up neither in perturbation theory nor in the classical theory, is positive. How this single scale is used is treated in 7-01 and 7-12.


What this chapter can say

Content
What is saidThe μ\mu-invariance of formulas (2) to (4), the solution (7), that the Taylor coefficients of e−1/xe^{-1/x} are 0, formulas (10) to (15). These are Known calculations, and the numbers in the tables and figures are Computed
Conditional"Masses are constant multiples of Λ\Lambda" assumes that the theory exists and that the renormalisation group describes short distances correctly Physics. Table 3 is an extrapolation from the lattice. The limiting operator of the delta well is taken from the literature (text not checked). The correspondence for each dd is an analogy
What is not saidThat Λ\Lambda is defined in four dimensions, C>0C\gt0, that the values of Table 3 exist as quantities of the continuum theory (they are extrapolations from the lattice, not theorems). This site shows neither the mass gap nor the construction of the continuum theory

Sources and reproduction

ItemKindSource / tools
The problem statement, the sentence on Λ\Lambda, formula (4)KnownA. Jaffe, E. Witten, "Quantum Yang–Mills Theory" (Clay); PDG, PRD 110 (2024) 030001 §9.1.1; S. Capitani et al., NPB 544 (1999) 669, hep-lat/9810063 (text of all the above). W. A. Bardeen et al., PRD 18 (1978) 3998 (abstract)
Origin, instantonsKnownD. Tong, Gauge Theory §2.3.1–§2.3.2, §2.9 (text); E. J. Weinberg, thesis (1973), hep-th/0507214 Chapter IV (text); S. Coleman, E. Weinberg, PRD 7 (1973) 1888 (abstract only; the first appearance of the term dimensional transmutation not checked)
The classical theorems of §01KnownS. Deser, PLB 64 (1976) 463; S. Coleman, CMP 55 (1977) 113 'There are no classical glueballs' (abstracts of both)
Literature for §04 to §08KnownD. J. Gross, A. Neveu, PRD 10 (1974) 3235; W. Celmaster, R. J. Gonsalves, PRD 20 (1979) 1420; G. 't Hooft, PRD 14 (1976) 3432; J. C. Collins et al., PRD 16 (1977) 438 (abstracts of all the above). S. Albeverio et al., Solvable Models in Quantum Mechanics (Springer, 1988) Part I, Chapter 5, P. Gosdzinsky, R. Tarrach, Am. J. Phys. 59 (1991) 70, and L. N. Cooper, Phys. Rev. 104 (1956) 1189 are bibliographic data only
Numbers and examples in Tables 3 and 7PhysicsC. Morningstar, M. Peardon, PRD 60 (1999) 034509; A. Athenodorou, M. Teper, JHEP 11 (2020) 172; P. Hasenfratz, M. Maggiore, F. Niedermayer, PLB 245 (1990) 522 (abstract); C. Kopper et al., CMP 169 (1995) 121; C. Kopper, CMP 202 (1999) 89 (the O(N) σ model with large finite NN; abstract); M. R. Douglas's report to Clay (2004). Beyond the bibliographic data, based on the material of the checked survey
Tables 2 to 6, the figures, formula (14), formula (15)Computedpython3 (RK4, scipy). The figures evaluate the same formulas in JavaScript. 28.81 and 19.82 are the values of 4-06

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