computo ergo sum

2026-10-01 · chapter Yang–Mills and the mass gapPart 6 Constructive field theorythe two-dimensional Yang–Mills measure

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

Solvability in two dimensions and the Yang–Mills measure — on the plane the plaquettes become independent, and the measure can be made

What this chapter shows — On a two-dimensional lattice, fixing the gauge on a tree makes the plaquettes independent, and the area law holds exactly at every coupling. In the continuum limit the heat kernel of the group appears, and continuum measures have been constructed on the plane and on closed surfaces. On the torus, stochastic quantisation also arrived at the same measure.

Prerequisite chapters — 5-01 Wilson's lattice. Characters are supplied on the spot, within the range of 1-04. Expectation, independence and densities are in 1-08, white noise and Brownian motion in 1-09, the six stages in 6-01.

Said first — Pure Yang–Mills in two dimensions is not a scaled-down version of four dimensions. It has no propagating degrees of freedom, and the measure sees only area. The core of the solvability cannot be carried over to four dimensions (§09). This chapter presents known results.

Order of this chapter
  1. Why start with two dimensions — two dimensions is the only case where a continuum measure has been constructed for a non-abelian group
  2. Fixing a tree makes the plaquettes independent — the number of edges matches the number of faces
  3. The area law is exact at every β — peeling off faces one at a time with a lemma on characters
  4. The continuum limit: the heat kernel of the group — area becomes the time of the heat equation
  5. Driver and Gross–King–Sengupta — the field strength becomes white noise, and parallel transport becomes a stochastic differential equation
  6. On closed surfaces — the faces are no longer independent, but the measure has been constructed
  7. Seen with the transfer matrix — the lowest excitation is proportional to the length of the circle, and no particles propagate
  8. Reconstruction by stochastic quantisation — on the torus, the same measure obtained as an invariant measure
  9. What can be carried out, and what cannot — the methods extend, but the independence of faces does not

01

Why start with two dimensions

Two dimensions is, so far, the only case in which a continuum Yang–Mills measure has been constructed for a non-abelian gauge group. Chatterjee (2018) writes that no continuum limit in which Wilson loops behave non-trivially has been constructed in any dimension higher than two. Known In two dimensions the field strength has one component.

F12=∂1A2−∂2A1+[A1,A2],S(A)=12g2∫R2∣F12∣2 d2x(1.1)F_{12}=\partial_1A_2-\partial_2A_1+[A_1,A_2],\qquad S(A)=\frac{1}{2g^2}\int_{\mathbb{R}^2}|F_{12}|^2\,d^2x \tag{1.1}

AA is a Lie-algebra-valued connection (3-02), and ∣⋅∣|\cdot| a conjugation-invariant length. FF has the dimension of an inverse length squared, so for the action to be dimensionless g2g^2 must have the dimension of an inverse area, and gg itself provides the scale. In four dimensions gg is dimensionless, and the scale is thought to be generated by quantum effects Physics (4-07). The protagonist of this chapter is a property found only in two dimensions: fixing the gauge suitably makes the degrees of freedom of the faces independent. In terms of the six stages (6-01), stages 1–4 close, stage 5 (the axioms) is partial (Euclidean invariance; §05), and the gap of stage 6 is not a question with the same meaning as in four dimensions (§07).

02

Fixing a tree makes the plaquettes independent

The set-up is as in 5-01: Uℓ∈GU_\ell\in G on an edge ℓ\ell, UpU_p for the product around a face pp, and the weight ∏peβ Retr⁡Up\prod_pe^{\beta\,\mathrm{Re}\operatorname{tr}U_p} (dUdU is the Haar measure). The β of this chapter is half of the βW\beta_W customary for SU(2)SU(2) (Wilson action βW∑p(1−12Retr⁡Up)\beta_W\sum_p\bigl(1-\tfrac12\mathrm{Re}\operatorname{tr}U_p\bigr); in four dimensions βW=4/g2\beta_W=4/g^2): β=βW/2\beta=\beta_W/2. β = 1 in §03 corresponds to βW=2\beta_W=2. A gauge transformation Uxy↦gxUxygy−1U_{xy}\mapsto g_xU_{xy}g_y^{-1} does not change tr⁡Up\operatorname{tr}U_p. The variables on a tree (a set of edges with no cycles) can be set to 1 by choosing gxg_x in order from the root, without changing expectation values of gauge-invariant quantities. Known Counting on an L×LL\times L square lattice (free boundary),

V=(L+1)2,E=2L(L+1),P=L2,E−(V−1)=P.(2.1)V=(L+1)^2,\quad E=2L(L+1),\quad P=L^2,\qquad E-(V-1)=P. \tag{2.1}

the tree has V−1V-1 edges, so the remaining edges are as many as the faces (Euler's formula for the disc). Taking the tree to be the vertical edges and the bottom edges (as in Driver 1989), what remains are the horizontal edges hi,jh_{i,j} (hi,0=1h_{i,0}=1), and

Up(i,j)=hi,j hi,j+1−1  ⟺  hi,j+1=Up(i,j)−1hi,j.(2.2)U_{p(i,j)}=h_{i,j}\,h_{i,j+1}^{-1}\iff h_{i,j+1}=U_{p(i,j)}^{-1}h_{i,j}. \tag{2.2}

can be solved from the bottom up in one-to-one correspondence, and since the Haar measure is invariant under multiplication the measure carries over. The face variables are mutually independent, each with density ρβ(U)=eβ Retr⁡U/z(β)\rho_\beta(U)=e^{\beta\,\mathrm{Re}\operatorname{tr}U}/z(\beta).Known Extending to the whole plane, the infinite-volume limit exists independently of the boundary condition and, on a finite region, agrees with the measure with free boundary (Theorem 7.2 of Driver, shown by integrating out the outer edges using the invariance of the Haar measure; Driver writes that this theorem is essentially contained in Dosch–Müller 1979). Known

Figure 1 The tree gauge — The knob LL changes the size of the lattice. "Play" fixes the tree (grey) to 1 and fills the faces from the bottom. Each face filled fixes one edge above it.
Grey = tree, coloured thick lines = the edge left for each face
L = 4: 25 vertices, 40 edges, 16 faces. Fixing the 24 edges of the tree to 1 leaves 16 edges, matching the number of faces.

ComputedThe numbers in this figure (numbers of vertices, edges and faces) were computed on this machine. The numbers are formula (2.1).

03

The area law holds exactly at every β

The tool is the character χλ(U)=tr⁡λ(U)\chi_\lambda(U)=\operatorname{tr}\lambda(U) (λ\lambda an irreducible unitary representation, of dimension dλd_\lambda). It is conjugation-invariant, and ∫Gχλχμ‾ dU=δλμ\int_G\chi_\lambda\overline{\chi_\mu}\,dU=\delta_{\lambda\mu}. For SU(2)SU(2) the representation of spin jj has dimension 2j+12j+1, and for an element with eigenvalues e±iθe^{\pm i\theta}, χj=sin⁡((2j+1)θ)/sin⁡θ\chi_j=\sin((2j+1)\theta)/\sin\theta (1-04). The key is a lemma: if the density of XX is conjugation-invariant and XX is independent of AA, then

E[χλ(XA)]=wλ χλ(A),wλ=E[χλ(X)]/dλ.(3.1)\mathbb{E}[\chi_\lambda(XA)]=w_\lambda\,\chi_\lambda(A),\qquad w_\lambda=\mathbb{E}[\chi_\lambda(X)]/d_\lambda. \tag{3.1}

This is because E[λ(X)]\mathbb{E}[\lambda(X)] commutes with every λ(V)\lambda(V), so by Schur's lemma it is wλIw_\lambda I. When a simple closed curve CC encloses nn faces, the variables of the enclosed faces appear once each in the tree-gauge UCU_C, accompanied by conjugations by other face variables. The densities are conjugation-invariant, so (3.1) applies as it is, and moving faces one at a time to the front by cyclicity of the trace and peeling them off gives

E[χλ(UC)]dλ=wλ(β)n,⟨WC⟩=e−σlatn,σlat=−ln⁡wfund.(3.2)\frac{\mathbb{E}[\chi_\lambda(U_C)]}{d_\lambda}=w_\lambda(\beta)^n,\qquad \langle W_C\rangle=e^{-\sigma_{\mathrm{lat}}n},\quad \sigma_{\mathrm{lat}}=-\ln w_{\mathrm{fund}}. \tag{3.2}

Here WC=χfund(UC)/dfundW_C=\chi_{\mathrm{fund}}(U_C)/d_{\mathrm{fund}} (the value in the fundamental representation; 12tr⁡UC\tfrac12\operatorname{tr}U_C for SU(2)SU(2)). Migdal (1975) showed that in two dimensions the transformation rule (recursion) for the weights under coarsening the lattice becomes exact, wrote the formula in which the expectation of a character is exponential in the enclosed area AA, ⟨χq⟩=dqe−gq2A\langle\chi_q\rangle=d_qe^{-g_q^2A} (qq a representation, gq2g_q^2 a constant for each representation), and stated that it is "nothing but Wilson's area law". Known The value is fixed by the area alone, and holds at every β. This contrasts with four dimensions, where the area law has been shown only on the strong-coupling side (5-02). The coefficient can be written by the following formula in modified Bessel functions, and the difference from numerical integration was at most 2×10−162\times10^{-16}. Computed

SU(2): wj=I2j+1(2β)I1(2β),U(1): wn=In(β)I0(β)(3.3)SU(2):\ w_j=\frac{I_{2j+1}(2\beta)}{I_1(2\beta)},\qquad U(1):\ w_n=\frac{I_n(\beta)}{I_0(\beta)} \tag{3.3}

InI_n is the modified Bessel function, and for integer nn, In(x)=1π∫0πexcos⁡θcos⁡nθ dθI_n(x)=\frac1\pi\int_0^\pi e^{x\cos\theta}\cos n\theta\,d\theta. When xx is large the ratio In(x)/I1(x)I_n(x)/I_1(x) approaches 1, and §04 uses how it approaches.

Figure 2 The area law (SU(2)) — The knob β changes the value ww of a single face, and R and T the shape of the loop. On the right is wRTw^{RT} for the 6×6 rectangles; the same area gives the same value.
β = 2.0: w = 0.6580, σ = 0.4185. 2×3 (area 6, perimeter 10): ⟨W⟩ = 0.0812.

ComputedThe numbers in this figure were computed on this machine. The ww in the figure is the Bessel series (3.3) summed on the spot, agreeing with values computed with scipy to the fifth decimal place. If JavaScript is disabled, see Table 1.

Table 1 SU(2)SU(2). "Random" is heat-bath Monte Carlo on a 6×6 lattice (free boundary) without gauge fixing. Brackets give the error in the last digit. Computed

βwwσlat\sigma_{\mathrm{lat}}2×2 formula2×2 random3×3 formula3×3 random
10.43310.83670.03520.0366(11)0.0005−0.0002(15)
20.65800.41850.18750.1893(12)0.02310.0223(16)
40.81920.19940.45050.4514(12)0.16620.1649(29)

The calculation without gauge fixing agrees with the tree-gauge formula within errors.

04

The continuum limit: the heat kernel of the group appears

At lattice spacing aa, a loop of area AA encloses n=A/a2n=A/a^2 faces. Taking the length in (1.1) as ∣X∣2=−2tr⁡X2|X|^2=-2\operatorname{tr}X^2, the expansion Up≈ea2F12U_p\approx e^{a^2F_{12}} gives, for SU(2)SU(2), β=2/(g2a2)\beta=2/(g^2a^2). From In(x)/I1(x)=1−n2−12x+O(x−2)I_n(x)/I_1(x)=1-\frac{n^2-1}{2x}+O(x^{-2}), wj=1−j(j+1)/β+O(β−2)w_j=1-j(j+1)/\beta+O(\beta^{-2}), so

wj(β)A/a2⟶e−g2A j(j+1)/2(a→0).(4.1)w_j(\beta)^{A/a^2}\longrightarrow e^{-g^2A\,j(j+1)/2}\qquad(a\to0). \tag{4.1}

The right-hand side is a coefficient of the heat kernel QtQ_t of the group. Δ\Delta is the Laplacian on the group (different from the Δ\Delta of the mass gap), the operator that has the characters as eigenfunctions, Δχλ=−cλχλ\Delta\chi_\lambda=-c_\lambda\chi_\lambda. cλ≥0c_\lambda\ge0 is the Casimir value determined by each representation, cj=j(j+1)c_j=j(j+1) for SU(2)SU(2). The heat kernel is the solution of the heat equation ∂tQt=12ΔQt\partial_tQ_t=\tfrac12\Delta Q_t concentrated at the identity at time 0, and expanded in characters

Qt(U)=∑λdλ e−cλt/2χλ(U),Qs∗Qt=Qs+t(4.2)Q_t(U)=\sum_\lambda d_\lambda\,e^{-c_\lambda t/2}\chi_\lambda(U),\qquad Q_s*Q_t=Q_{s+t} \tag{4.2}

The right-hand side of (4.1) is the coefficient e−cjt/2e^{-c_jt/2} at t=g2At=g^2A. That is, the holonomy of a simple closed curve of area AA follows the heat kernel Qg2AQ_{g^2A}. Known The semigroup property is "adding areas adds times". In Table 2 each of j=12,1,32j=\tfrac12,1,\tfrac32 approaches the heat kernel, and the error becomes 1/4 each time aa is halved. Computed

Table 2 SU(2)SU(2), g=1g=1, area 1, β=2/a2\beta=2/a^2. Values are wj nw_j^{\,n}. Computed

aannj=12j=\tfrac12j=1j=1j=32j=\tfrac32
1/240.679190.357130.14579
1/4160.685270.365040.15119
1/3210240.687260.367830.15332
Heat kernel∞0.687290.367880.15335

Taking the face weights to be heat kernels from the start gives, by the semigroup property, a measure independent of how the faces are divided (Migdal's observation). Driver showed that lattices with heat-kernel weights (the Villain action) and with the Wilson action converge to the same continuum measure, using for the latter a group-valued central limit theorem (Borgs–Seiler). Known

Detour: a theory that sees only area

Detour

A subsection you may skip.

According to Corollary 6.7 of Driver, expectation values of gauge-invariant quantities do not change under area-preserving diffeomorphisms (as long as the arrangement of curves is carried to one of admissible form). As a metaphor, it is a theory on a rubber sheet: stretching the sheet while preserving area changes nothing. Precisely, expectation values can be written as finite-dimensional integrals of products of heat kernels, into which only the areas of the faces and the way the curves cross enter (Theorem 6.4).

05

The continuum measure: Driver and Gross–King–Sengupta

The continuum version of the tree gauge is the complete axial gauge (A2=0A_2=0, and A1=0A_1=0 on the xx axis). Then [A1,A2]=0[A_1,A_2]=0, so the field strength becomes linear, and the weight e−Se^{-S} becomes Gaussian in FF.

F12=−∂2A1,E[Fa(R)Fb(R′)]=g2δab∣R∩R′∣(5.1)F_{12}=-\partial_2A_1,\qquad \mathbb{E}\big[F^a(R)F^b(R')\big]=g^2\delta^{ab}|R\cap R'| \tag{5.1}

FF is Lie-algebra-valued white noise (Fa(R)F^a(R) is the integral over a region RR, ∣R∣|R| its area; 1-09), and its values on disjoint regions are independent. It is the continuum version of "independent for each face" on the lattice. Known FF is not defined pointwise, so parallel transport becomes a stochastic differential equation: an ordinary differential equation whose driving term contains white noise (increments of Brownian motion), solved after fixing one way of taking stochastic integrals. The driving term of parallel transport along a horizontal curve is the integral of FF between the curve and the xx axis, and each component is a Brownian motion whose time is that area (1-09) (Proposition 3.2 of Driver). This method goes back to Gross–King–Sengupta (1989).

Driver's results are (i) that expectation values of gauge-invariant functions of holonomies can be written as finite-dimensional integrals with products of heat kernels as density (times are the face areas, arguments the way the curves cross; Theorem 6.4), (ii) invariance under area-preserving maps (Corollary 6.7), and (iii) convergence of lattices. Known From Corollary 6.7 follows Euclidean invariance of gauge-invariant expectation values (part of the axioms). Driver does not claim verification of the whole of the Osterwalder–Schrader axioms (4-10), including reflection positivity. The observables are quantities along curves, and Driver writes that Wilson-loop variables are "quite singular for d=3d=3, and especially for d=4d=4".

06

On closed surfaces: Sengupta and Lévy

On a closed surface of genus γ\gamma Euler's formula becomes V−E+P=2−2γV-E+P=2-2\gamma, and after fixing a tree P−1+2γP-1+2\gamma edges remain. The face variables are subject to one overall constraint, and 2γ2\gamma variables going around the holes are added, so the faces are not independent. Even so, the measure has been constructed. Sengupta (1992–97) constructed it on compact surfaces (original papers: bibliographic data only), and Lévy (2003) treated the discrete case and the continuum limit in a unified way and showed a Markov property with respect to cutting and gluing surfaces (when cut along a curve, fixing the values on the cut makes the two sides not influence each other). Ways of gluing gauge fields on a surface come in topological kinds (1-07); the non-trivial kinds (non-trivial principal bundles) are Lévy (2006), and the general theory of holonomy fields is Lévy (2010). Known The discrete version puts a heat kernel on each face FF.

E[f]=1Z∫f(h)∏FQg2∣F∣(h(∂F))∏edhe,Zγ(T)=∑λdλ 2−2γe−cλg2T/2(6.1)\mathbb{E}[f]=\frac1Z\int f(h)\prod_FQ_{g^2|F|}\big(h(\partial F)\big)\prod_edh_e,\qquad Z_\gamma(T)=\sum_\lambda d_\lambda^{\,2-2\gamma}e^{-c_\lambda g^2T/2} \tag{6.1}

h(∂F)h(\partial F) is the product along the boundary of the face, TT the total area, and ZZ is up to a constant factor. Known The Z1Z_1 of the torus has the same form as the Tr⁡e−τH\operatorname{Tr}e^{-\tau H} of the Hamiltonian of §07.

Detour: letting the area go to 0

Detour

A subsection you may skip.

If γ≥2\gamma\ge2, then Zγ→∑λdλ2−2γZ_\gamma\to\sum_\lambda d_\lambda^{2-2\gamma} as T→0T\to0. The measure concentrates on connections of zero curvature (flat connections), and from this limit comes the volume of the moduli space of flat connections (the space of flat connections identified under gauge transformations). This is Witten's volume formula, and the exact form of the limit was given by Sengupta (2003) (Theorem 4.1 of the survey). Theorem 4.1 assumes that GG is simply connected and γ≥2\gamma\ge2, and SU(2)SU(2) with γ≥2\gamma\ge2 satisfies this. Known For SU(2)SU(2) the dimensions are 1,2,3,…1,2,3,\dots, so the limit is ζ(2γ−2)\zeta(2\gamma-2). Computed

γ\gammaT=1T=1T=0.1T=0.1T=0.01T=0.01T→0T\to0
12.27387.520124.597Divergent
21.22471.47131.5849ζ(2) = 1.6449
31.04821.07671.0817ζ(4) = 1.0823
07

Seen with the transfer matrix: the lowest excitation is proportional to the length of the circle

The mass gap is the gap in the spectrum of the Hamiltonian (4-11). On the lattice we use the transfer matrix T\mathsf T: the operator whose kernel is the weight for advancing time by one step, defining the Hamiltonian HH by T=e−aH\mathsf T=e^{-aH} (5-03). Take space to be a circle of LL edges, and do not make time periodic (an open cylinder). Then edges in the time direction form no cycles and can be fixed to 1, and gauge-invariant states are functions of the conjugacy class of the holonomy once around, V1⋯VLV_1\cdots V_L, that is, superpositions of characters. One step of time evolution multiplies each edge by one independent face variable, so using (3.1) LL times gives

Tχλ=wλ(β)Lχλ,Eλ=−Lln⁡wλ(β)(lattice units, E0=0).(7.1)\mathsf T\chi_\lambda=w_\lambda(\beta)^L\chi_\lambda,\qquad E_\lambda=-L\ln w_\lambda(\beta)\quad(\text{lattice units},\ E_0=0). \tag{7.1}

The lowest excitation is E=σlatLE=\sigma_{\mathrm{lat}}L of the fundamental representation, the energy of a "ring of lines of force" going once around the circle. The tension is the same number as in the area law of §03. For SU(2)SU(2) at β = 1, E1/2E_{1/2} is 3.3469 at L=4L=4 and 6.6938 at L=8L=8. The ratio E1/E1/2E_1/E_{1/2} at β = 1, 32, 512 is 2.4044, 2.6664, 2.6667, approaching the Casimir ratio 8/38/3. Lemma (3.1) was also checked with random numbers (2×1062\times10^6 samples). Computed

The continuum limit can be taken in the same way as in §04. Holding the physical length Lphys=LaL_{\mathrm{phys}}=La fixed and putting β=2/(g2a2)\beta=2/(g^2a^2) and −ln⁡wλ=cλ/β+O(β−2)-\ln w_\lambda=c_\lambda/\beta+O(\beta^{-2}) into (7.1) gives

Eλa=−Lphysa2ln⁡wλ(β)=12g2Lphys cλ+O(a2).(7.2)\frac{E_\lambda}{a}=-\frac{L_{\mathrm{phys}}}{a^2}\ln w_\lambda(\beta)=\tfrac12g^2L_{\mathrm{phys}}\,c_\lambda+O(a^2). \tag{7.2}

Combined with Δχλ=−cλχλ\Delta\chi_\lambda=-c_\lambda\chi_\lambda (§04), the continuum Hamiltonian is a constant multiple of the Laplacian on the group, −12g2LphysΔ-\tfrac12g^2L_{\mathrm{phys}}\Delta (acting on class functions). Paper The derivation is this chapter's own; for SU(2)SU(2) with g=1g=1 and Lphys=1L_{\mathrm{phys}}=1, the value for j=12j=\tfrac12 at a=1/64a=1/64 was 0.375011 (limit 0.375), and the difference became 1/4 each time aa was halved. Computed

Making the circle longer (L→∞L\to\infty) sends every eigenvalue other than the vacuum off to infinity, and there are no excitations (particles) propagating with finite energy. We also define the correlation length here. The correlation length is the length ξlat\xi_{\mathrm{lat}} (in lattice units) when the connected correlation ⟨PxPy⟩−⟨Px⟩⟨Py⟩\langle P_xP_y\rangle-\langle P_x\rangle\langle P_y\rangle of the quantity Px=Retr⁡UpxP_x=\mathrm{Re}\operatorname{tr}U_{p_x} of a plaquette pxp_x decreases like e−∣x−y∣/ξlate^{-|x-y|/\xi_{\mathrm{lat}}}. On the plane different plaquettes are independent, so the connected correlation is exactly 0, and ξlat=0\xi_{\mathrm{lat}}=0 at every β (what to hold fixed when taking the limit is in 5-09). The four-dimensional question (whether the correlation length diverges with a finite mass remaining in physical units) does not arise in two dimensions.

08

Reconstruction by stochastic quantisation

Stochastic quantisation is the method of not writing the measure directly, but solving a random time evolution ∂tA=−12∇S(A)+ξ\partial_tA=-\tfrac12\nabla S(A)+\xi (ξ\xi is spacetime white noise) that has it as invariant measure. This equation is called the Langevin equation. In finite dimensions the invariant measure of this equation is proportional to e−Se^{-S}. Even in two dimensions AA is a distribution, so renormalisation and consistency with gauge are needed. The tools for this (regularity structures, the DeTurck method) are treated in 6-09; here we look only at the results. Known

Chevyrev (2019) realised the measure on T2T^2 as a distributional 1-form, and Chandra–Chevyrev–Hairer–Shen (2022) built a space of distributional connections and gauge orbits (a Polish space, a good metric space on which probability theory can be used as usual) and defined a Markov process (a random process whose future distribution is determined by the present state alone) consistent with gauge in the sense of laws. Chevyrev–Shen (arXiv 2023; Comm. Pure Appl. Math. in 2026) showed that the Yang–Mills measure of the trivial principal bundle on T2T^2 is the unique invariant probability measure of this process (Theorem 2.16). As corollaries come long-time existence of the process, that the limits of the Wilson, Villain and Manton lattices are the same measure (the paper writes that for the Villain action this was already known from Lévy 2006), and a decomposition into a Gaussian free field (1-09) and an almost Lipschitz remainder. Known

This road too is not separate from solvability. Chevyrev–Shen use gauge fixing on the lattice and obtain the moment estimates from two-dimensional solvability. The paper calls extending these estimates to higher dimensions or to the two-dimensional Yang–Mills–Higgs model open, and writes that the construction of non-abelian Higgs models is open even in two dimensions. Known In July 2026 two preprints appeared (not refereed; from the abstracts). Chevyrev–Klose–Mohamed give a gauge-fixed representation of optimal regularity for the existing measure, and Chhaibi–Dang–Guedes Bonthonneau–Rivière–Tô say that they used Morse theory (a method of decomposing a surface by the critical points of a function on it) to make the measure on surfaces without passing through lattices, reproducing the formulas of Migdal, Witten and Lévy. Known

09

What can be carried out of two dimensions, and what cannot

The core of the solvability was the counting of §02. On a dd-dimensional lattice, per lattice point, the edges left after removing gauge number d−1d-1 and the faces (d2)\binom d2: for d=2,3,4d=2,3,4, 1 and 1, 2 and 3, 3 and 6. In three or more dimensions the face variables are tied by constraints on each cube (the lattice Bianchi identity) and cannot be taken independently. Known

PropertyTwo dimensionsFour dimensions
Area lawEvery βOnly on the strong-coupling side (5-02, 5-06)
Coupling constantDimension of an inverse areaDimensionless. How β runs is, with some doubts, mathematically open (Chatterjee 2018)
Continuum measureConstructed on the plane and on closed surfacesNot constructed. Not constructed on T3T^3 even in three dimensions (6-06, 6-07)
Correlation length0The heart of the mass gap

What can be carried out is on the side of methods: taking holonomies along curves as observables, expansion in characters (the tool of the strong-coupling expansion), the pattern of proofs of universality of lattice actions, and the framework of stochastic quantisation. What cannot be carried out are the independence of faces, the dependence on area alone, and the absence of propagating degrees of freedom. What the problem statement of Jaffe–Witten cites as "the only complete example" of an interacting gauge theory satisfying the axioms is likewise the two-dimensional abelian Higgs model (Brydges–Fröhlich–Seiler). Known


What this chapter can say

ContentLabel
SaidOn a planar lattice the face variables are independent, and the Wilson loop is w(β)areaw(\beta)^{\text{area}} (at every β). Agrees with random numbers without gauge fixingKnownComputed
SaidIn the continuum limit holonomies follow the heat kernel Qg2AQ_{g^2A}, with errors proportional to a2a^2. The lowest excitation on the circle is proportional to the length of the circle, and the continuum Hamiltonian is −12g2LphysΔ-\tfrac12g^2L_{\mathrm{phys}}\Delta (formula (7.2) is this chapter's derivation)KnownPaperComputed
SaidConstruction of the continuum measure on the plane and convergence of lattices (Driver, Gross–King–Sengupta). Construction on closed surfaces (Sengupta, Lévy). On T2T^2, the unique invariant measure of the process of the Langevin equation (Chevyrev–Shen)Known
SaidEuclidean invariance of gauge-invariant expectation values (from Corollary 6.7 of Driver; part of stage 5)Known
Not saidThat this method extends to three or more dimensions. Verification of the whole of the OS axioms including reflection positivity (not claimed by Driver, Sengupta's survey or Chevyrev–Shen). Non-abelian Higgs models (not constructed even in two dimensions)
Not saidThe content of the 2026 preprints (abstracts only). The texts of works cited from bibliographic data only

Sources and reproduction

ItemKindSource / tools
The recursion is exact in two dimensions, ⟨χq⟩=dqe−gq2A\langle\chi_q\rangle=d_qe^{-g_q^2A} (area AA), "nothing but Wilson's area law"Text §2A. A. Migdal, Zh. Eksp. Teor. Fiz. 69 (1975) 810–822 [English translation Sov. Phys. JETP 42 (1976) 413–418]
White noise, Proposition 3.2, Theorem 6.4, Corollary 6.7 (and Euclidean invariance), Theorem 7.2 and the mention of Dosch–Müller, 8.5, 8.8, "quite singular"TextB. K. Driver, Comm. Math. Phys. 123 (1989) 575–616
The law of holonomies, the discrete measure, invariance under subdivision, the partition function, Theorem 4.1 (GG simply connected, γ≥2\gamma\ge2) and the attribution of the volume formulaText of the surveyA. N. Sengupta, arXiv:0707.4136 (2007)
Unification and the Markov property / non-trivial bundles / holonomy fieldsAbstractsT. Lévy, Mem. AMS 166 no. 790 (2003); Probab. Theory Relat. Fields 136 (2006) 171–202; Astérisque 329 (2010)
The stochastic differential equation for parallel transportBibliographic data onlyL. Gross, C. King, A. Sengupta, Ann. Phys. 194 (1989) 65–112
The infinite-volume limit (in which Theorem 7.2 is essentially contained)Bibliographic data only (from reference [23] of Driver)H. G. Dosch, V. F. Müller, Fortschr. Phys. 27 (1979) 547–559
The group-valued central limit theoremBibliographic data only (from Theorem 8.8 of Driver)C. Borgs, E. Seiler, Comm. Math. Phys. 91 (1983) 329–380
The measure on compact surfacesBibliographic data only, not checkedA. N. Sengupta, J. Funct. Anal. 108 (1992) (title and pages not checked); Quantum gauge theory on compact surfaces, Ann. Phys. 221 (1993) 17–52; Gauge theory on compact surfaces, Mem. AMS 126 no. 600 (1997) (titles and pages of 1993 and 1997 from the reference list of the survey)
The volume formula and its exact limitBibliographic data onlyE. Witten, J. Geom. Phys. 9 (1992) 303–368 (formula (4.72); attribution from the survey); A. N. Sengupta, J. Geom. Phys. 47 (2003) 398–426 (the source of Theorem 4.1 of the survey). Related: E. Witten, Comm. Math. Phys. 141 (1991) 153–209
Abelian Higgs modelBibliographic data onlyD. Brydges, J. Fröhlich, E. Seiler, Ann. Phys. 121 (1979) 227–284; Comm. Math. Phys. 71 (1980) 159–205; Comm. Math. Phys. 79 (1981) 353–399
Stochastic quantisationAbstractsChevyrev, Comm. Math. Phys. 372 (2019); Chandra–Chevyrev–Hairer–Shen, Publ. Math. IHÉS 136 (2022)
Theorem 2.16, the corollaries, the open problems of §1.2, the statement that the Villain action was known (Lévy 2006)Text §1, §2Chevyrev–Shen, arXiv:2302.12160v3 (2023); Comm. Pure Appl. Math. (2026) (volume and pages not checked)
The 2026 preprintsAbstracts (not refereed)Chevyrev–Klose–Mohamed, arXiv:2607.22236; Chhaibi et al., arXiv:2607.24640
No non-trivial continuum limit in higher dimensions, the running of βText of the surveyS. Chatterjee, arXiv:1803.01950 (2018)
"The only complete example"Problem statement §6.4Jaffe–Witten, Quantum Yang–Mills theory (Clay)
Checks of the tables, figures, lemma and formula (7.2)Computedpython3 (numpy, scipy). The random numbers are a heat-bath method with SU(2) represented by quaternions (6×6, free boundary, no gauge fixing, 7000 sweeps, 35 blocks, fixed seed). The figures are plain JavaScript

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Revised 2026-10-01: first version.