computo ergo sum

2026-10-01 · chapter Yang–Mills and the mass gapPart 9 Where things stand, and the tasksthe seven seams

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

Where the two ways of digging part — seeing the mismatch of two tunnels in seven seams

What this chapter shows — For each of the seven seams, the sentence of physics, the mathematical statement and the partial bridges, and three types. Comparing, for a local quantity and for a mass, how far the two shores are from the numbers (calculations on this machine).

Prerequisite chapters — 6-11 Obstacles beyond divergence and 7-13 Where the way physics digs parts from mathematics. The tools are 4-10 (reflection positivity), 5-01 (the lattice) and 4-07 (dimensional transmutation).

Said first — This chapter names the seams; it fills none of them. The count of seven and the types are this book's arrangement. The record kept on this machine has worked only around seam 2, and has not reached a theorem. This chapter shows neither the existence of the mass gap nor the construction of the continuum limit.

The order of this chapter
  1. Two ways of digging — from existence, or from values. A parallel table of walls (six obstacles and seven moves)
  2. A map of the seams — seven seams and three types (Table 1)
  3. Type A: a premise becomes a goal — existence, a single scale
  4. Type B: limits and uniformity — shores, finite and infinite, extra dimensions
  5. Measuring between the shores — the plaquette and the mass (Figure 1, computed)
  6. Type C: the same word points at different things — spacetime and space, particles
  7. Overlaying the two lists — partial bridges

01

Two ways of digging

There are two directions in which to dig at this problem (0-02). Mathematics starts from "there is no theory yet" and passes through the six stages (6-01) in order; physics starts from "the theory exists" and computes quantities inside it. As a metaphor, they are two tunnels dug into the same mountain from both sides; more precisely, there are places where a sentence on one side cannot be handed over as it is to the other. The goal of mathematics has the following form (0-03) Known.

∀G  ∃ TG:  axioms ∧ non-trivial ∧ agrees with asymptotic freedom at short distances ∧ spec⁡(H)⊂{0}∪[ΔG,∞), ΔG>0(1)\forall G\ \ \exists\,\mathcal T_G:\ \ \text{axioms}\ \wedge\ \text{non-trivial}\ \wedge\ \text{agrees with asymptotic freedom at short distances}\ \wedge\ \operatorname{spec}(H)\subset\{0\}\cup[\Delta_G,\infty),\ \Delta_G\gt0 \tag{1}

GG is a compact simple group, TG\mathcal T_G the quantum Yang–Mills theory on R4\mathbb R^4, and HH its Hamiltonian. The physical sentence "computing the quantity QQ in TG\mathcal T_G gives qq" includes ∃ TG\exists\,\mathcal T_G among its premises. We translate a sentence of physics PP into a mathematical statement MM, and call a place where the translation does not become a theorem a seam.

seam=(P,M):P is used in physics,M is not a theorem, or points at something other than P (2)\text{seam}=(P,M):\quad P\ \text{is used in physics},\quad M\ \text{is not a theorem, or points at something other than}\ P\ \text{} \tag{2}

Example: the m0++/σ=3.844(61)m_{0^{++}}/\sqrt\sigma=3.844(61) of SU(2)SU(2) (Lucini–Teper 2001) Physics is a prediction in physics, and in mathematics a target that the constructed theory must hit (7-13 §01).

A parallel table of walls — the six obstacles of mathematics and the seven moves of physics

The seams of Table 1 were made by pairing rows of the lists on the two sides. Before that, we give a parallel table of the rows by name. On the left are the six obstacles of 6-11 Table 4, and on the right the seven moves of 7-13 Table 5. The stock phrases are the expressions each side uses when pointing at that wall. Some rows exist on one side only.

Parallel table Names of the walls (the correspondence is this book's arrangement)

Name in mathematics (6-11)Name in physics (7-13)Stock phrase (mathematics / physics)One side only?
Obstacle 1 No small parameter in the infraredMoving to a neighbouring theory and coming back with a knob, Looking from the side of a small parameter"No uniform estimate across the scale where the coupling is O(1)O(1)" / "Below Λ\Lambda it is non-perturbative"Both sides
Obstacle 2 Invisible to perturbation theoryLooking from the side of a small parameter, Regarding as one"All Taylor coefficients of e−c/αe^{-c/\alpha} are 0" / "Δ=cΛ\Delta=c\Lambda"Both sides
Obstacle 3 Not collapsing to a free fieldMeasuring after putting that it exists"Show that the limit is not a free field" / "The theory exists"Both sides
Obstacle 4 The state space is curvedLooking after choosing a gauge"There is no global gauge fixing" / "Compute with the gauge fixed"Both sides ("Outside the table: gauge" in Table 4)
Obstacle 5 Few regularisations preserve reflection positivity—"A regularisation that preserves positivity" / —Mathematics only. Numerical calculations in physics also use improved actions that lose positivity (C13 of 8-04)
Obstacle 6 The structure of infinitely many degrees of freedom—"The representations are inequivalent (Haag's theorem)" / —Mathematics only. Perturbative calculations in physics proceed using the interaction picture
—Taking σ from the string picture (§03, §04)— / "A string is stretched, the area law"Physics only. Confinement (the area law) is outside what the problem statement requires, an extension problem (7-02)
— (outside the six: the ultraviolet side)Extrapolating from finite β"Construction of the continuum limit" / "Extrapolate in a2a^2"Not among the six of 6-11. In mathematics it is a problem on the ultraviolet side (6-07, 6-10)

The four rows on both sides call the same wall by different words. The rows on one side only are places that, in that side's language, are not seen as walls. Positivity and equivalence of representations pass unasked in the procedures of physics, and the area law passes unasked in the mathematical problem statement. Rearranging this parallel table into seams gives Table 1, and lining it up with the partial bridges gives Table 4 of §07.

02

A map of the seams — seven seams and three types

Table 1 lines up the seven seams. The order of mathematics (existence → axioms → gap) and the order of physics (values → mechanisms) run in opposite directions, so stages at the same position do not correspond. As a metaphor this is the mismatch of the tunnels; more precisely, a premise on one side becomes the goal of the last stage on the other.

Table 1 The seven seams (the division and the types are this book's arrangement)

SeamSentence of physicsMathematical statementType
1 The premise of existencePut that the theory exists, and compute quantities in itMake the limit satisfying the axioms, not as a subsequenceA
2 A single scaleMass and string tension are both constant multiples of one ΛFormula (5) holds uniformly in βA
3 Different shoresCompute on the side of g→0, small β, N→∞Control every scale at finite NB
4 Finite and infiniteMeasure in finite boxes, and extrapolate in a²A gap uniform in the volume (Problem 5.1)B
5 Spacetime and spaceThink in a spacetime where particles fly and there is causalityCome back from a Euclidean measure by reflection positivityC
6 The word "particle"The gap is the mass of the lightest glueballA spectral gap (an isolated one-particle state is an extension problem)C
7 Extra dimensionsGet the gap from the geometry of the cigarThe R→0 (λ→0) limit, and exchanging limitsB

Type A is a seam where a premise of physics becomes a goal of mathematics; type B is a seam where physics computes at a particular value (a shore) of a parameter pp, and mathematics needs the limit that moves pp to the value p∗p_* of the problem statement; type C is a seam where the same word points at different objects. Type B has the following form.

physics: F(pshore) computed,mathematics: lim⁡p→p∗F(p) exists, and inf⁡pΔ(p)>0 and similar uniform estimates(3)\text{physics}:\ F(p_{\text{shore}})\ \text{computed},\qquad \text{mathematics}:\ \lim_{p\to p_*}F(p)\ \text{exists, and}\ \inf_{p}\Delta(p)\gt0\ \text{and similar uniform estimates} \tag{3}

Example: in seam 4, p=Lp=L (the side of the box) with p∗=∞p_*=\infty; in seam 7, p=Rp=R (the size of the extra dimensions) with p∗=0p_*=0.

The following sections are ordered by type (type A is 1 and 2, type B is 3, 4 and 7, type C is 5 and 6).

03

Type A: a premise becomes a goal

Seam 1: the premise of existence

The calculations of physics stand on the existence of the theory (a measure and a Hilbert space), and mathematics has to make that existence. Partway through the making, neither mass nor string tension is defined. The problem statement writes 'one does not yet have a mathematically complete example of a quantum gauge theory in four-dimensional space-time, nor even a precise definition' Known. Mathematics shows ∃ T\exists\,\mathcal T as the limit of approximations μa,L\mu_{a,L} with lattice spacing aa and side LL.

μ=lim⁡L→∞ lim⁡a→0 μa,L(not a subsequence: the limit itself exists and is unique)(4)\mu=\lim_{L\to\infty}\,\lim_{a\to0}\,\mu_{a,L}\qquad(\text{not a subsequence: the limit itself exists and is unique}) \tag{4}

The problem statement writes in footnote 2 of §6.5 that subsequential limits by compactness (weak existence) alone are not accepted as a solution (unless the properties of the limit are established by another method) Known. Example: two dimensions has been made up to the measure on R2\mathbb R^2 (6-02); for three dimensions 'a construction of the 3D YM measure and a description of its gauge-invariant observables, even on T³, remains open' (Chevyrev 2022) Known; four dimensions is at the stage where ultraviolet stability in finite volume has been obtained with a hypothesis (6-07).

Seam 2: a single scale

In physics every quantity with a dimension is taken to be a constant multiple of a single scale Λ\Lambda (4-07) Physics. Translated into mathematics, for example for the mass m(β)m(\beta) and string tension σ(β)\sigma(\beta) in lattice units (β=2N/g2\beta=2N/g^2 is the lattice inverse coupling, not an inverse temperature), it is that the following holds.

0<c≤m(β)2/σ(β)≤C<∞(β≥β0 uniformly)(5)0\lt c\le m(\beta)^2/\sigma(\beta)\le C\lt\infty\qquad(\beta\ge\beta_0\ \text{uniformly}) \tag{5}

This is peculiar to four dimensions because [g2]=(mass)4−d[g^2]=(\text{mass})^{4-d} Known. For d<4d\lt4, if the theory exists, dimensional analysis gives a single scale; at d=4d=4, Λ=μ e−1/(2b0g2(μ))\Lambda=\mu\,e^{-1/(2b_0g^2(\mu))} is born as a quantum effect from the running of the coupling Physics. But dimensional analysis fixes only the form. For example at d=3d=3, g2g^2 has the dimension of mass, so one can write m=c1g2m=c_1g^2 and σ=c2g4\sigma=c_2g^4, but this does not forbid the constants c1,c2c_1,c_2 from going to 0 or ∞ in the limit. Example: examples where one scale breaks are three-dimensional compact U(1)U(1) (said to have σ/m2→∞\sigma/m^2\to\infty in the continuum limit with the mass fixed in physical units; the abstract of Göpfert–Mack writes that in the continuum limit with mDm_D fixed the string tension in physical units is infinite; main text not read) and the supergravity regime (m2/σ∼1/λm^2/\sigma\sim1/\lambda) Physics (7-12 §08). The record kept on this machine cut out a sentence close to (5) as Assumption H and split it into three chains (7-12, 10-01), but it has not become a theorem.

04

Type B: limits and uniformity

Seam 3: different shores

Rigorous results and calculations work at three shores: perturbation theory at g→0g\to0, the strong-coupling expansion at small β\beta, and holography at N→∞N\to\infty together with λ=g2N→∞\lambda=g^2N\to\infty. The theory of the problem statement is on none of these shores. Converting the lattice coupling to the 't Hooft coupling gives the following.

λ=g2N=2N2/β(6)\lambda=g^2N=2N^2/\beta \tag{6}

On the strong-coupling side, the infinite-volume limit and exponential clustering (the gap) at sufficiently small β\beta go back to Osterwalder–Seiler 1978 (range not made explicit; according to the introduction of Shen–Zhu–Zhu) Known. The condition of the theorem with an explicit range (Shen–Zhu–Zhu; arXiv 2022, CMP 2023) is β<N2/(16(d−1))\beta\lt N^2/(16(d-1)) in Wilson's normalisation (9-01) Known. Converted by (6), it is λ>32(d−1)\lambda\gt32(d-1), or λ>96\lambda\gt96 in four dimensions, independent of NN Computed. The continuum limit is in the direction λ→0\lambda\to0, and the lattice numbers are at β=2.25\beta=2.25–2.602.60 for SU(2)SU(2), which is λ=3.6\lambda=3.6–3.13.1 Computed (a rough guide, since the conventions differ). Example: both strong shores are places where the cutoff and the physical scale are not separated (on the strongly coupled lattice the correlation length is shorter than the lattice spacing, and in supergravity the KK tower stays at the same height as the glueballs; 7-10).

Seam 4: finite and infinite

In a finite box at finite β\beta the entries of the transfer matrix are positive, so the gap is always positive (7-13) Known. What is asked is that it does not collapse as the box is enlarged.

for each L , ΔL>0andinf⁡LΔL>0are different claims(7)\text{for each}\ L\ \text{,}\ \Delta_L\gt0\qquad\text{and}\qquad \inf_{L}\Delta_L\gt0\qquad\text{are different claims} \tag{7}

On the latter, the problem statement writes 'no present ideas point the direction to establish the existence of a mass gap that is uniform in the volume' Known, and the form on the lattice is Problem 5.1 of Chatterjee 2018 (9-05 §08). Physics measures in finite boxes, checks volume effects with rules of thumb such as Lσ≥3L\sqrt\sigma\ge3 (LL is the physical length of the side of the box), and extrapolates in the lattice spacing with a2a^2 (7-13 §05) Physics. Example: for a strip of the two-dimensional Ising model, the gap closes as 1/L1/L at the critical point, but it is positive for every LL (2-09). inf⁡L\inf_L cannot be read from numbers in finite boxes.

Seam 7: extra dimensions

In holography the gap comes from the geometry of the extra dimensions (the cigar where a circle shrinks) (7-09) Physics. To return to four dimensions one sends the size of the extra dimensions R=1/MKKR=1/M_{\mathrm{KK}} to 0 with Λ\Lambda fixed, but from the one-loop estimate

Λ/MKK≈exp⁡(−24π2/(11λ))(λ is the value at MKK )(8)\Lambda/M_{\mathrm{KK}}\approx\exp\bigl(-24\pi^2/(11\lambda)\bigr)\qquad(\lambda\ \text{is the value at}\ M_{\mathrm{KK}}\ \text{}) \tag{8}

R→0R\to0 is the same direction as λ→0\lambda\to0 (7-10) Physics. Supergravity can be used for λ≫1\lambda\gg1, and Csáki et al. write 'This is the opposite of the limit that is required for the supergravity description to be valid' Physics. Example: at λ≈16.6\lambda\approx16.6 converted from the Sakai–Sugimoto fit (a fitted value from a model with quarks, not a value for pure Yang–Mills; N=3N=3; can be off by a factor of about 2 by convention), (8) is 0.27, and the scales are not separated Computed. Within the range we searched, we found no justification for exchanging the limits.

05

Measuring between the shores — the plaquette and the mass

How far the shores are depends on the quantity. For the four-dimensional SU(2)SU(2) Wilson action S=∑P(1−12tr⁡UP)S=\sum_P\bigl(1-\tfrac12\operatorname{tr}U_P\bigr) with weight e−βSe^{-\beta S} (β=4/g2\beta=4/g^2; 5-01), we compare the leading terms of the two shores with the numbers, for a local quantity (the plaquette) and a long-distance quantity (the mass). Both leading terms are the standard lowest-order expansions (the strong-coupling expansion is treated in 5-02).

⟨12tr⁡UP⟩≈u(β)=I2(β)I1(β)  (β small),⟨12tr⁡UP⟩≈1−34β  (β large)(9)\Bigl\langle\tfrac12\operatorname{tr}U_P\Bigr\rangle\approx u(\beta)=\frac{I_2(\beta)}{I_1(\beta)}\ \ (\beta\ \text{small}),\qquad \Bigl\langle\tfrac12\operatorname{tr}U_P\Bigr\rangle\approx1-\frac{3}{4\beta}\ \ (\beta\ \text{large}) \tag{9}

What is inside the two leading terms

InI_n is the modified Bessel function, defined by the following integral.

In(β)=1π∫0πeβcos⁡θcos⁡nθ dθI_n(\beta)=\frac1\pi\int_0^\pi e^{\beta\cos\theta}\cos n\theta\,d\theta

The leading strong-coupling term uu is the average of 12tr⁡U\tfrac12\operatorname{tr}U with weight eβ⋅12tr⁡Ue^{\beta\cdot\frac12\operatorname{tr}U}, treating one plaquette as a SU(2)SU(2) variable unrelated to its surroundings. Under the Haar measure on the group (5-01 §06) the density of 12tr⁡U=cos⁡θ\tfrac12\operatorname{tr}U=\cos\theta is proportional to sin⁡2θ\sin^2\theta (0≤θ≤π0\le\theta\le\pi), and this average is exactly I2/I1I_2/I_1 Known (agreeing to 10 digits by numerical integration Computed). When β\beta is small the ties with the surrounding plaquettes are weak, and this single-plaquette average is the leading term Known.

The leading weak-coupling term is a count by equipartition. Equipartition means that under the weight e−βSe^{-\beta S}, each degree of freedom entering SS quadratically contributes 12\tfrac12 to ⟨βS⟩\langle\beta S\rangle (from ∫x2e−βx2dx/ ⁣∫e−βx2dx=1/(2β)\int x^2e^{-\beta x^2}dx\big/\!\int e^{-\beta x^2}dx=1/(2\beta)). When β\beta is large the plaquettes are pressed close to 1, and SS can be approximated by a quadratic form in small fluctuations of the links. Per lattice point there are 4 links, and SU(2)SU(2) has 3 directions, making 12. Of these, the 3 gauge-transformation directions do not change the action and are not counted, leaving 9. There are 6 plaquettes per lattice point, so per plaquette ⟨1−12tr⁡UP⟩≈9/26β=34β\langle1-\tfrac12\operatorname{tr}U_P\rangle\approx\frac{9/2}{6\beta}=\frac{3}{4\beta} Known.

The mass is the rate at which correlations decrease. At strong coupling, joining two distant plaquettes needs the space between them filled with plaquettes in the shape of a tube, and each lattice step the tube grows picks up u4u^4 for the 4 plaquettes of its side. Correlations decrease with distance tt like u4t=e−(−4ln⁡u)tu^{4t}=e^{-(-4\ln u)t}, so am≈−4ln⁡uam\approx-4\ln u Known. On the weak-coupling side, expanding amam as a power series in g2g^2 gives coefficient 0 at every order (because of the form e−1/g2e^{-1/g^2}), and only the form comes from asymptotic freedom Physics.

am≈C (b0g2)−51/121 e−3π2β/11,b0=2248π2(10)am\approx C\,(b_0g^2)^{-51/121}\,e^{-3\pi^2\beta/11},\qquad b_0=\frac{22}{48\pi^2} \tag{10}

This is two-loop asymptotic scaling (4-06). The constant CC is not fixed by asymptotic freedom, and it is the very information of the gap.

Setting them beside the numbers

The numbers are, for the plaquette, the heat-bath method on a 646^4 lattice on this machine Computed, and for the mass, Table 1 of Lucini–Teper 2001 Physics. The heat-bath method is a Monte Carlo method that repeats updates redrawing one link at a time directly from its conditional distribution with the surrounding links fixed (5-07).

Figure 1 Choosing the quantity with the buttons and moving β with the knob changes the readings at the vertical line. The solid line is the leading strong-coupling term, the dashed line the leading weak-coupling term (for the mass, (10) fitted at β = 2.6), and the points are the numbers. Only on the plaquette plot are drawn the shaded band (the interval containing the measured points β = 1.75–2.6 where neither leading term is within 5%; at its ends, 1.5 and 2.75, one of them is within 5%) and the thick line at the bottom (β = 2.25–2.60, where there are numbers for the mass)
If JavaScript is disabled, see Tables 2 and 3.
β = 2.30, leading strong-coupling term 0.4793, leading weak-coupling term 0.6739, numerical 0.6051 (deviation −20.8%, +11.4%)

ComputedThe plaquette points (Table 2) and the curves ((9) and (10) computed on the spot) were computed on this machine. PhysicsThe mass points are Table 1 of Lucini–Teper 2001.

ComputedTable 2 ⟨12tr⁡UP⟩\langle\tfrac12\operatorname{tr}U_P\rangle: heat-bath method on 646^4 (in parentheses a rough guide to the statistical error; extracted from the 15 points measured) and the two leading terms. Deviations are percentages of the numerical value.

β\betaNumericalStrong coupling uuDeviationWeak couplingDeviation
0.500.1234(2)0.1237+0.3%——
1.000.2438(3)0.2402−1.5%0.2500+2.5%
1.500.3616(4)0.3441−4.8%0.5000+38.3%
1.750.4271(4)0.3906−8.6%0.5714+33.8%
2.000.5010(7)0.4331−13.6%0.6250+24.7%
2.250.5856(7)0.4720−19.4%0.6667+13.8%
2.300.6051(9)0.4793−20.8%0.6739+11.4%
2.500.6526(5)0.5072−22.3%0.7000+7.3%
2.600.6705(4)0.5203−22.4%0.7115+6.1%
2.750.6935(4)0.5391−22.3%0.7273+4.9%
3.000.7235(2)0.5679−21.5%0.7500+3.7%
4.000.7997(1)0.6580−17.7%0.8125+1.6%

Table 3 Mass amam (lattice units). PhysicsThe numerical amam column is Table 1 of Lucini–Teper (the master copy when this book cites the six SU(2) points; aσa\sqrt\sigma and lattice sizes are in 5-09 Table 1). ComputedThe columns ξ=1/(am)\xi=1/(am), strong coupling and (10) are calculations on this machine, with (10) fitted to the point β=2.6\beta=2.6 (C=185C=185).

β\betaNumerical amamξ\xiStrong coupling −4ln⁡u-4\ln uStrong coupling / numerical(10)Deviation
2.251.390(30)0.723.0042.161.241−10.7%
2.301.090(33)0.922.9422.701.095+0.4%
2.400.953(19)1.052.8252.960.851−10.7%
2.4750.754(10)1.332.7423.640.705−6.5%
2.550.586(10)1.712.6634.550.583−0.5%
2.600.514(8)1.952.6135.080.514Fitted point

Example: for the plaquette, the leading strong-coupling term is within 5% of the numbers for β≤1.5\beta\le1.5, and the leading weak-coupling term for β≥2.75\beta\ge2.75 (the agreement at β=1\beta=1 is only where the curves cross); at the points with 1.75≤β≤2.61.75\le\beta\le2.6 neither is within 5% Computed. The β=2.25\beta=2.25–2.602.60 used to extrapolate the continuum value of the mass is inside this band. For the mass, the leading strong-coupling term is 2.2–5.1 times the numbers, and (10) reproduces the other five points to within 11%, but CC is a fitted number Computed. For a local quantity the numbers fill the space between the two leading terms; for a long-distance quantity the weak-coupling shore has no value (6-11 §03), and the strong-coupling shore does not reach.

The physical continuum value 3.844(61) is the ratio m/σm/\sqrt\sigma of the six points in this band (ξ≤2\xi\le2) extended to a2σ→0a^2\sigma\to0 (Lucini–Teper Table 5; for how it is extended, see 7-13 §05) Physics. This is an extrapolation to the continuum limit (a→0a\to0), and volume effects are checked separately with rules of thumb for finite boxes (seam 4).

06

Type C: the same word points at different things

Seam 5: spacetime and space

The intuition of physics lives on spacetime (Minkowski), where particles fly and there is causality. The construction of mathematics is a probability measure on Euclidean R4\mathbb R^4, with neither light cones nor causality (0-04). The way back is reflection positivity (4-10). With Θ\Theta the reflection of time, F,GF,G functions on the positive-time side, and τt\tau_t translation in time,

⟨F,G⟩H:=⟨ΘF‾ G⟩,⟨F,F⟩H≥0,⟨F,e−tHG⟩H=⟨ΘF‾ τtG⟩(11)\langle F,G\rangle_{\mathcal H}:=\bigl\langle\overline{\Theta F}\,G\bigr\rangle,\qquad \langle F,F\rangle_{\mathcal H}\ge0,\qquad \langle F,e^{-tH}G\rangle_{\mathcal H}=\bigl\langle\overline{\Theta F}\,\tau_tG\bigr\rangle \tag{11}

the inequality in the middle is reflection positivity, and only with it can H\mathcal H and H≥0H\ge0 be built (the Osterwalder–Schrader reconstruction) Known. "Time", "energy" and "particle" are words that acquire meaning through (11). That the Wilson action preserves reflection positivity is due to Osterwalder–Seiler 1978 Known. On the other hand, the lattice itself breaks rotational symmetry. The problem statement writes that when reflection positivity is lost through regularisation, there are few ways to recover it (quotation in 0-03 §03) Known. Example: for the Pauli–Villars two-point function an FF with ⟨F,F⟩H<0\langle F,F\rangle_{\mathcal H}\lt0 can be built (6-11 §06).

Seam 6: the word "particle"

Physics counts glueball masses Physics. What the problem statement asks for is a spectral gap, and the existence of an isolated one-particle state at the bottom is set aside among the 'natural extensions' (0-03 §09) Known.

problem statement: spec⁡(H)∩(0,Δ)=∅,physics: m0++ is an isolated eigenvalue of H2−P2 (12)\text{problem statement}:\ \operatorname{spec}(H)\cap(0,\Delta)=\varnothing,\qquad \text{physics}:\ m_{0^{++}}\ \text{is an isolated eigenvalue of}\ \sqrt{H^2-\mathbf P^2}\ \text{} \tag{12}

(P\mathbf P is the momentum.) Example: the way correlations measured on the lattice decrease tells the position of the bottom, but not whether it is an isolated point or the edge of a continuous spectrum (9-05 §05). The unit GeV does not come out of pure Yang–Mills either, and Athenodorou–Teper note 'Strictly speaking this is of course not possible: the pure gauge theory and QCD ... are two different theories' Physics.

07

Overlaying the two lists — obstacles, moves, partial bridges

6-11 listed the obstacles on the side of mathematics, and 7-13 the moves of physics. The seams pair their rows. The partial bridges that already exist all have the following form.

A ⟹ (M , in part),A in four dimensions, at weak coupling, in the continuum, in infinite volume and at finite N : whether it holds is unproved(13)A\ \Longrightarrow\ (M\ \text{, in part}),\qquad A\ \text{in four dimensions, at weak coupling, in the continuum, in infinite volume and at finite}\ N\ \text{: whether it holds is unproved} \tag{13}

Example: in Shen–Zhu–Zhu, AA is λ>96\lambda\gt96 (an explicit range; below N2/48N^2/48 in Wilson's β\beta, with the conversion in Table 4 of 5-01), the conclusion is a gap in infinite volume, and AA does not hold in the direction of the continuum limit λ→0\lambda\to0.

KnownTable 4 The seams with the obstacles of 6-11, the moves of 7-13 and partial bridges (the correspondence is this book's arrangement)

SeamObstacleMovePartial bridge
1 Existence3, 6Putting that it existsThe measure on R2\mathbb R^2 (6-02). In four dimensions, ultraviolet stability in finite volume (with a hypothesis)
2 One scale2Regarding as one (scale)Not found within the range we searched (7-12 is at the stage of cutting it out as an assumption)
3 Shores1Expansion, neighbouring theoriesThe infinite-volume limit, area law and exponential clustering at strong coupling (Osterwalder–Seiler 1978; range not made explicit). A gap and a log-Sobolev inequality in the explicit range λ>96\lambda\gt96 (Shen–Zhu–Zhu)
4 Finite and infinite1, 6Extrapolation, the string pictureExponential decay at weak coupling for finite groups (Adhikari–Cao). Problem 5.1 for continuous non-abelian groups remains open
5 Spacetime and space5All the premisesOn finite lattices, reflection positivity of the Wilson action and a positive transfer matrix (preserved in weak limits too). The recovery of rotational symmetry remains
6 Particles—Regarding as one (seeing the gap as the mass of a particle; 7-13 §09)Within the range we searched, not found in four dimensions
7 Extra dimensions1Neighbouring theoriesThe eigenvalue problem after fixing the background (7-09). No exchange of limits found
Outside the table: gauge4Choosing a gaugeA wall common to both sides. A conditional theorem stating confinement in terms of gauge-invariant quantities (Wilson loops) without choosing a gauge (Chatterjee 2021: if centre symmetry is unbroken there is confinement; 7-13 §08, 9-05 §06)

The partial bridges all lie on the side of the shores (strong coupling, low dimensions, finite lattices), and within the range we searched none extends towards the problem statement. Gauge is not put among the seven because local gauge fixing is a wall common to both mathematics (6-05) and physics. Chatterjee's 2021 theorem is one road that goes on in front of this wall without choosing a gauge. Topological sectors and θ\theta (6-11) could also be counted as a seam, in that the problem statement does not touch θ\theta. What would need to be known to move which rows is lined up in 9-04.


What this chapter can say

What is saidWhat is not said
KnownFor each seam, the sentence of physics, the mathematical statement, and the current state and partial bridges as stated by the primary sourcesThat seven is exhaustive (the counting, the types and the correspondences of Table 4 are this book's arrangement)
ComputedThe plaquette on 646^4, and the β\beta where the two leading terms are within 5%. The ratio of the leading strong-coupling term to the masses of the primary source. That uu equals the single-plaquette average I2/I1I_2/I_1 (numerical integration). The conversions (6) and (8)Infinite-volume values (finite-volume effects not estimated). The 5% line is this chapter's choice
PhysicsThe estimates (8) and (10), and the reading of the examples where one scale breaksThat asymptotic scaling and the exchange of limits are correct
Overall—This site fills none of the seams. It shows neither the existence of the mass gap nor the construction of the continuum limit

Sources and reproduction

ItemKindSource / tools
Quotations from the problem statement, Problem 5.1, three dimensionsTextJaffe–Witten, Quantum Yang–Mills Theory, Clay Math. Inst. (2000) / Chatterjee, arXiv:1803.01950 (2018) / Chevyrev, arXiv:2202.13359 (2022)
Lattice numbers, the quotation in §06TextLucini–Teper, JHEP 0106 (2001) 050, hep-lat/0103027 (Tables 1 and 5) / Athenodorou–Teper, arXiv:2007.06422 (2020)
Theorems on the strong-coupling sideAbstract, part of the textOsterwalder–Seiler, Ann. Phys. 110 (1978) 440–471 (abstract; that the gap (exponential clustering) follows from convergence of the cluster expansion is according to the introduction of Shen–Zhu–Zhu: 'as explained in [OS78], the existence of a mass gap (exponential clustering) follows from convergence of the cluster expansion') / Adhikari–Cao, arXiv:2202.10375 (abstract) / Shen–Zhu–Zhu, arXiv:2204.12737, CMP 400 (2023) 805–851 (abstract, introduction and equation (1.2) (normalisation of the action) checked; the conversion β=N2βSZZ\beta=N^2\beta_{\text{SZZ}} to Wilson's β\beta is arithmetic on this machine)
The quotation in §04, non-separation of KK, m2/σ∼1/λm^2/\sigma\sim1/\lambda, λ≈16.6\lambda\approx16.6TextCsáki–Ooguri–Oz–Terning, hep-th/9806021 / Klebanov–Strassler, hep-th/0007191 / KMMW, hep-th/0311270 (equation (2.7)) / Sakai–Sugimoto, hep-th/0412141, hep-th/0507073 (the conversion to λ\lambda and substitution into (8) are arithmetic on this machine)
Centre symmetry, three-dimensional compact U(1)U(1)Text, abstractChatterjee, arXiv:2006.16229 (text) / Göpfert–Mack, CMP 82 (1982) 545–606 (abstract (INSPIRE): Villain action, positive string tension at all couplings, the continuum limit with mDm_D fixed is a free scalar field; main text not read; the year is Crossref's year of publication, INSPIRE gives 1981)
(9), −4ln⁡u-4\ln u, the coefficients of (10), (11)Known, bibliographic data only(9) and −4ln⁡u-4\ln u are the standard lowest-order strong-coupling expansion and equipartition (the strong-coupling expansion is treated in 5-02). Review: Drouffe–Zuber, Phys. Rep. 102 (1983) 1–119 (bibliographic data only) / the two-loop coefficients (4-06) / the reconstruction theorem (4-10)
Tables 2 and 3, Figure 1, (6), (8)ComputedPython on this machine: plaquette_mc.py (numpy; 646^4, Kennedy–Pendleton heat-bath method, 100 sweeps of thermalisation and 300 of measurement, fixed seed, bin averages), shores.py (scipy), one_plaquette.py (scipy; numerical integration of u=I2/I1u=I_2/I_1). The only input for the masses is Table 1 of Lucini–Teper

Next chapter to read: 9-03 Candidates for new concepts, which looks from the side of concepts at what seems to be needed to cross the seams. The rearrangement as tasks is in 9-04.

← 9-01 How far the world has comeContents9-03 Candidates for new concepts →

Revised 2026-10-01: first version.