computo ergo sum

2026-10-15 · chapter Yang–Mills and the mass gapPart 15 Ultraviolet controldimensionless coupling, group-valued fields, gauge · Kiichi, Shiori and Rin

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. The map
  97. Part 9 Where things stand, and open tasks
  98. 9-01 How far the world has come
  99. 9-02 Where the two ways of digging part
  100. 9-03 Candidates for new concepts
  101. 9-04 The list of open tasks
  102. 9-05 Common misconceptions
  103. 9-06 The stages a proof must contain — the table of seven stages
  104. The first road — from the direction of time
  105. Part 10 The first road, first half — from the direction of time: the mass gap and the diffusive-relaxation-time assumption
  106. 10-00 Entrance — the staircase, and the random walk, the ruler and the clock
  107. 10-01 The line of construction and Assumption ξ²
  108. 10-02 Roads tried on the four-dimensional lattice, and walls
  109. 10-03 The four steps of the staircase — why we start from 0+1 dimensions
  110. 10-04 The path measure of the double well, and kinks
  111. 10-05 The statement of the first step — four conditions and Proposition 4.5
  112. 10-06 (H1) Local Poincaré within a phase
  113. 10-07 The map of (H2) — seven routes and the seam of the ring
  114. 10-08 What computer-assisted means — the conditions on the chain inside the window
  115. 10-09 The sector framework and the three strands of route 5
  116. 10-10 The list of detour plans — types of breakage
  117. 10-11 (H3)(H4) and the constant of the core
  118. 10-12 The integrated table and the dependency graph
  119. 10-13 Lean statements and the limits of machine checking
  120. 10-14 Reconciliation — the numbers of the record and the known numbers
  121. 10-15 What remains and its cost — the distance to a theorem
  122. 10-16 What is not claimed
  123. 10-17 Insights and small questions
  124. Part 11 The first road, second half — repairing the form of the assumption, making time continuous
  125. 11-00 Further considerations — entrance
  126. 11-01 One form that obstructs Assumption ξ² — a nearly conserved global quantity
  127. 11-02 Choosing the ruler and the coordinates again — the length at which conservation breaks
  128. 11-03 Two ways to repair Assumption ξ² — the sector Assumption ξ² and the local Assumption ξ²
  129. 11-04 Which Assumption ξ² the one-sided bridge needs
  130. 11-05 Making time continuous — the Hamiltonian lattice and the vacuum measure
  131. 11-06 Paying with rarity instead of convexity — renormalisation on groups and log-Sobolev
  132. 11-07 Because it is four dimensions — the dimensionless coupling and topology
  133. 11-08 Questions, and what is not claimed
  134. 11-A1 Table of notation for Part 11
  135. The second road — from the direction of space
  136. Part 12 The second road: from the direction of space — a small twisted T² and confinement
  137. 12-00 Entrance — space, not time
  138. 12-01 The twisted T² and 't Hooft flux
  139. 12-02 Vortices and fractional instantons
  140. 12-03 Containers — conditioning on the frame makes things independent
  141. 12-04 Slab confinement
  142. 12-05 Vortex-insertion identities
  143. 12-06 Driven insertion and the flow lemma
  144. 12-07 Why fixed maps fail
  145. 12-08 The measured record
  146. 12-09 Where this road stops — widening the T² is the band
  147. The crossover band — two roads reach the same wall
  148. Part 13 The crossover band — two roads reach the same wall
  149. 13-00 Entrance — confluence
  150. 13-01 The correct form of the band
  151. 13-02 Reduction to a single inequality
  152. 13-03 The only place where non-abelian enters
  153. 13-04 Structure alone cannot cross
  154. 13-05 The chessboard and simultaneous flips
  155. 13-06 Renormalisation comparison — a comparison that distinguishes groups
  156. 13-07 The band seen from the side of time
  157. 13-08 A map of the roads tried and stopped
  158. 13-09 The measured record
  159. 13-10 Candidate new viewpoints
  160. 13-11 Ultraviolet control — what it means to close at infinitely many steps
  161. Closing
  162. Part 14 Closing — conditional statements
  163. 14-00 Entrance — the promise of this part
  164. 14-01 The conditional statement — the mass gap and confinement, arrow by arrow
  165. 14-02 The ledger of conditions
  166. 14-03 The table of questions (a cross-index)
  167. 14-04 What is not claimed (a cross-index)
  168. The ultraviolet wall — the foundation beneath both roads
  169. Part 15 Ultraviolet control — what it means to close at infinitely many steps
  170. 15-00 Entrance — what ultraviolet control is
  171. 15-01 Why the ultraviolet is hard — dimensionless coupling, group-valued fields, gauge
  172. 15-02 A map of the sources — Bałaban's programme, the BBS chain, two rows absent from the sources
  173. 15-03 The decomposition statement — a class that closes with finitely many parameters, and three remainders
  174. 15-04 The one-link heat-kernel class and the hierarchical model
  175. 15-05 The flux-network theorem — the transverse contraction and the parameter flow in one projection
  176. 15-06 Counting the parameters — couplings by loop shape and the attracting class
  177. 15-07 Background-dependent fluctuations η — absorption step by step
  178. 15-08 The four rows that do not close, and proposals for them
  179. 15-09 What cannot be said, the index of questions, the dependency diagram
  180. Appendices
  181. A-01 Table of notation
  182. A-02 Glossary
  183. A-03 Guide to the literature
  184. A-04 Lean and machine checking
  185. A-05 How this book was made
  186. A-06 Index of assumptions
  187. A-07 Papers that came out of this book

Why the ultraviolet is hard — dimensionless coupling, group-valued fields, gauge

What this chapter shows — In four dimensions the coupling is dimensionless, so the sum of the one-step losses of size gk2g_k^2 diverges logarithmically in the number of steps, and one has to build a class in which the losses are absorbed exactly into the flow of the coupling (a line-by-line computation). In three dimensions this sum is finite, and there is no need to follow the flow of the coupling. For a group-valued field, among the tools for weights of flat fields, the property "closes in one step under the expectation of the fluctuations" is missing. Gauge-invariant functions have no convexity in the orbit directions; the gauge can only be re-fixed scale by scale, and the seams of re-fixing also enter the estimates. The roots of the difficulty, and the fact that even a two-dimensional model without gauge is stuck.

Prerequisite chapters — 15-00 §01 (the three conditions and the form that closes in one step), 6-05 §06 (the running of the coupling), 6-05 §05 (local gauge), 11-07 §05 (the three roots of the difficulty), 11-06 §07 (the four properties of the weight).

Said first — The computations in this chapter are arithmetic that treats the one-loop flow as an exact equation; they are not theorems about the actual sequence of effective couplings. We split the difficulty into three (the dimensionless coupling, group-valued fields, gauge), but the three are not independent; in 15-07 and 15-08 they gather in one place (the fact that the measure of the fluctuations depends on the background).

The order of this chapter
  1. Difficulty 1: the dimensionless coupling — the sum of losses diverges logarithmically (equations (1)–(5)), and the contrast with three dimensions
  2. Difficulty 2: a group-valued field — the four properties of the weight, and property 3, which falls short for groups
  3. Difficulty 3: gauge symmetry — convexity in the orbit directions, re-fixing at each scale
  4. The roots, and models without gauge — R1–R3, the two-dimensional O(N)O(N) (Table 1)
  5. What cannot be said
  6. Table of the five grades and the dependency graph (Table 2)

00

What this chapter shows

01

Difficulty 1: the dimensionless coupling — the sum of losses diverges logarithmically

In four dimensions the coupling gg has no dimension of length, and the only thing that weakens the coupling at fine scales is asymptotic freedom (11-07 §01). Cutting the one-loop flow into steps, with b:=2b0ln⁡L>0b:=2b_0\ln L\gt0,

1gk+12=1gk2−b(1)\frac1{g_{k+1}^2}=\frac1{g_k^2}-b \tag{1}

Cited (equation (9) of 6-05 §06, keeping only one loop). Below, we treat (1) as an exact equation and count the sum of losses line by line.

(a) The sequence of couplings. Fix the coupling at the coarsest step at gK=g∗g_K=g_*, and write in terms of the step j=K−kj=K-k counted from the coarse end (j=1,…,Kj=1,\dots,K). Using (1) jj times,

1gK−j2=1g∗2+bj,1(b+g∗−2) j ≤ gK−j2 ≤ 1bj(j≥1)(2)\frac1{g_{K-j}^2}=\frac1{g_*^2}+bj,\qquad \frac1{(b+g_*^{-2})\,j}\ \le\ g_{K-j}^2\ \le\ \frac1{bj}\quad(j\ge1) \tag{2}

Proved here. The inequality on the left comes from 1/g∗2+bj≤(1/g∗2+b)j1/g_*^2+bj\le(1/g_*^2+b)j (j≥1j\ge1), and the one on the right just drops 1/g∗2>01/g_*^2\gt0. The coupling is smaller on the finer side, but only like 1/j1/j.

(b) The sum. Comparing with the integral of 1/x1/x, ln⁡(K+1)≤∑j=1K1j≤1+ln⁡K\ln(K+1)\le\sum_{j=1}^K\frac1j\le1+\ln K, so adding up (2),

ln⁡(K+1)b+g∗−2 ≤ ∑k=0K−1gk2 ≤ 1+ln⁡Kb(3)\frac{\ln(K+1)}{b+g_*^{-2}}\ \le\ \sum_{k=0}^{K-1}g_k^2\ \le\ \frac{1+\ln K}{b} \tag{3}

Proved here. If there is a loss of size gk2g_k^2 at each step, its sum keeps growing like the logarithm of the number of steps. Example: for SU(3)SU(3) and L=2L=2, 1/b=1/(2b0ln⁡2)≈10.41/b=1/(2b_0\ln2)\approx10.4, and each doubling of KK raises the upper bound by (ln⁡2)/b≈7.2(\ln2)/b\approx7.2. This matches the partial sums in 6-05 Table 4, which grow by about 7.2 with each doubling of KK (arithmetic).

(c) The product. If at each step a constant (the radius of analyticity, the rate of decay, the lower bound of the Hessian, and so on) shrinks by a factor 1−cgk21-cg_k^2, then from 1−x≤e−x1-x\le e^{-x} and the left of (3),

∏k=0K−1(1−c gk2) ≤ exp⁡(−c∑k=0K−1gk2) ≤ (K+1)−c/(b+g∗−2) ⟶ 0(K→∞)(4)\prod_{k=0}^{K-1}\bigl(1-c\,g_k^2\bigr)\ \le\ \exp\Bigl(-c\sum_{k=0}^{K-1}g_k^2\Bigr)\ \le\ (K+1)^{-c/(b+g_*^{-2})}\ \longrightarrow\ 0\qquad(K\to\infty) \tag{4}

Proved here (in the range cgk2≤1cg_k^2\le1). Since K=log⁡L(L0/a)K=\log_L(L_0/a), the constant goes to 0 like a power of ln⁡(1/a)\ln(1/a). Slowly, but not uniformly.

(d) The size at which the sum is finite. If the loss is of size gk2+δg_k^{2+\delta} (δ>0\delta\gt0), then from the right of (2)

∑k=0K−1gk2+δ ≤ ∑j=1∞(bj)−1−δ/2 = b−1−δ/2 ζ(1+δ2) < ∞(5)\sum_{k=0}^{K-1}g_k^{2+\delta}\ \le\ \sum_{j=1}^{\infty}(bj)^{-1-\delta/2}\ =\ b^{-1-\delta/2}\,\zeta\bigl(1+\tfrac\delta2\bigr)\ \lt\ \infty \tag{5}

and this is finite uniformly in KK Proved here. For δ=2\delta=2 (a loss of gk4g_k^4, the size next to one loop) it is π2/(6b2)\pi^2/(6b^2).

Hence what is needed. Putting (4) and (5) together, the part that moves by size gk2g_k^2 after one step cannot be carried as an "error". That part must be made the motion of the parameter of the class itself. Concretely, one defines the class K\mathcal K in a form that has the coupling gg as its parameter, reads off the coefficient of the leading term (the Wilson term, the direction of F2F^2) from the effective action after one step, and sets that to be gk+1g_{k+1}. In this way the part of size gk2g_k^2 is absorbed exactly into the flow of the coupling (3) of 15-00. The losses left after absorption (such as the degradation of the constants of the localised corrections EkE_k) must be confined to sizes whose sum is finite, of the type (5) — typically O(gk4)O(g_k^4), or irrelevant terms that shrink geometrically in the scale Proved here (a requirement that follows from the arithmetic of (4)(5), in the case where the one-step losses act multiplicatively). Rewriting this requirement in the form of a statement gives the decomposition of 15-03.

On the side of the flow of the coupling things are different. The remainder rkr_k in (3) of 15-00 may be allowed, in the variable 1/g21/g^2, to be of size ∣rk∣≤Cgk2|r_k|\le Cg_k^2 (the size of two loops); its sum grows like ln⁡K\ln K as in (3), but since 1/gk21/g_k^2 itself grows like bKbK, the sequence of couplings does not collapse. What is needed is that the sequence stays in (0,γ](0,\gamma], and that is handled by Lemma F of 15-03.

Contrast with three dimensions. In three dimensions g2g^2 has the dimension of length to the power −1-1, the dimensionless coupling at step kk has the form g2Lkag^2L^ka and is geometrically small on the fine side, and ∑kgk2\sum_kg_k^2 is finite (it stays within 2 in 6-05 Table 4) Cited. Bałaban 1985 writes that the types that can diverge are finitely many, that the counterterm needed is a single constant, and that by semisimplicity there are no variables that grow in the effective action (relevant variables) (6-06 §05) Cited. In three dimensions the one-step loss gk2g_k^2 can be carried as an error, and there is no need to follow the flow of the coupling. In four dimensions the F2F^2 term is exactly marginal and must be followed. This is the precise form, on the ultraviolet side, of root (R1) in 11-07 Table 3.

How "absorption" looks in the smallest setting — that for the one-link heat-kernel class the losses form a telescoping sum — is seen in 15-04 §01.

02

Difficulty 2: a group-valued field — the four properties of the weight, and property 3, which falls short for groups

The edge variables UlU_l of the lattice are elements of the group GG. Group elements cannot be scaled, nor added and divided (6-05 §05 (i)(ii)) Cited. Since the group is compact the field is bounded, but a "large field" is the far side of the group (far from the identity), where the curvature of Wilson's one-link weight is negative (Proposition 3 of 11-06 §03) Proved here (proved in 11-06). Large fields can only be paid for with rarity, not with convexity.

The tools for flat fields. In the renormalisation of scalar fields, the rarity of large fields is put into the norm of a weight (regulator) G~(X,ϕ)\tilde G(X,\phi), and closing under the expectation of one step is derived from the following four properties Cited (Appendix A.6 of the book by Bauerschmidt–Brydges–Slade (Lemma A.6.1); the four properties are those listed in §A.6.2 as the desired properties of a regulator; 11-06 §07; the chain of the original papers is in 15-02 §04).

  1. It factorises into a product over disjoint sets.
  2. G~(X,ϕ+ϕ′)≤G~2(X,ϕ) G~2(X,ϕ′)\tilde G(X,\phi+\phi')\le\tilde G^2(X,\phi)\,\tilde G^2(X,\phi') (for a sum of fields).
  3. E+G~t(X)≤2∣B(X)∣\mathbb E_+\tilde G^t(X)\le2^{|B(X)|} (closes in one step under the expectation of the fluctuations).
  4. G~t≤G~+\tilde G^t\le\tilde G_+ (bounded by the weight of the next step).

From these follows the one-step estimate ∥E+θK(X)∥G~+≤2∣B(X)∣∥K(X)∥G~\|\mathbb E_+\theta K(X)\|_{\tilde G_+}\le2^{|B(X)|}\|K(X)\|_{\tilde G} (Lemma A.6.1). Property 2 uses the addition of fields ϕ+ϕ′\phi+\phi', and property 3 uses the fact that the fluctuations are Gaussian variables independent of the background. In the proof of the lemma, property 3 is used as the expectation of a function of the fluctuations alone, and that measure does not depend on the background ϕ\phi Reading (from reading the chain of the proof).

What survives on the group, and what falls short. Property 2 holds in the version where the sum of fields ϕ+ϕ′\phi+\phi' is replaced by "background × fluctuation" Ul=WleAlU_l=W_le^{A_l}, using only the triangle inequality and conjugation invariance (Lemma R and its corollary; 15-07 §02) Proved here. What falls short is property 3. For a group, the measure of the fluctuations depends on the background (the propagator in a background field, the title of the foundational paper in 6-07 Table 1). So the estimate of E+Gt\mathbb E_+G^t needs the regularity of the background, and in the region of large fields, where the background is on the far side of the group, the fluctuations are not a small perturbation of the background. Writing the part due to the background dependence of the measure as ηk\eta_k, stating the group version of properties 3 and 4 in the form of a statement, and seeing how ηk\eta_k is absorbed is the job of 15-07. For scalar fields the measure does not depend on the background, so ηk=0\eta_k=0, and the problem itself does not exist.

03

Difficulty 3: gauge symmetry — convexity in the orbit directions, and re-fixing at each scale

There is no convexity in the orbit directions. On a finite lattice the group of gauge transformations is a product of compact groups, and the action VV is gauge invariant, that is, constant along orbits.

Proposition O. Let VV be a smooth gauge-invariant function on the configuration space (a compact manifold), and x0x_0 a minimum point of VV. For a tangent vector ξ≠0\xi\ne0 to the orbit through x0x_0, Hess⁡V(x0)(ξ,ξ)=0\operatorname{Hess}V(x_0)(\xi,\xi)=0. In particular, if there is even one such ξ\xi, then Hess⁡V≥m g\operatorname{Hess}V\ge m\,g (m>0m\gt0) does not hold.

Proved here Proof. Let γ(t)=etη⋅x0\gamma(t)=e^{t\eta}\cdot x_0 (η\eta an element of the Lie algebra of gauge transformations with γ′(0)=ξ\gamma'(0)=\xi). Then V(γ(t))=V(x0)V(\gamma(t))=V(x_0) holds for all tt. Since dV(x0)=0dV(x_0)=0, d2dt2V(γ(t))∣t=0=Hess⁡V(x0)(ξ,ξ)+dV(x0)(∇γ′γ′)=Hess⁡V(x0)(ξ,ξ)\frac{d^2}{dt^2}V(\gamma(t))|_{t=0}=\operatorname{Hess}V(x_0)(\xi,\xi)+dV(x_0)(\nabla_{\gamma'}\gamma')=\operatorname{Hess}V(x_0)(\xi,\xi), and the left-hand side is 0. ∎

Tools that rely on convexity (Bakry–Émery, Brascamp–Lieb) cannot be used unless the orbit directions are removed Reading (a physical estimate; the same as the "theory" paragraph of 11-07 §05). To remove them one fixes the gauge, but there is no continuous global gauge fixing that works for all configurations at once (Gribov 1978, Singer 1978) Cited (bibliographic only; 6-05 §05).

A gauge works only at the size of a block. Taking the complete axial gauge on a two-dimensional block of side ℓ\ell, the plaquette condition ∥U∂p−1∥<ε\|U_{\partial p}-1\|\lt\varepsilon gives for edges only ∥Ub−1∥<ℓ ε\|U_b-1\|\lt\ell\,\varepsilon (6-05 §05) Proved here (proved in 6-05). Once ℓε\ell\varepsilon exceeds 2 this says nothing, so the gauge is chosen anew at each scale, within the size of a block. Bałaban's three-dimensional theorem introduces the axial gauge block by block by the Faddeev–Popov method (6-06 §05) Cited. We have not checked in the text how the gauge is chosen concretely in the four-dimensional papers (6-07 Table 3).

The seams of re-fixing. The gauge at step kk and the gauge at step k+1k+1 are different, and the re-fixing is a field-dependent gauge transformation. Its Jacobian (the Faddeev–Popov determinant) and the terms that appear at the seams between neighbouring blocks also enter the effective action, and within the class of (3) of 15-00 they must be estimated as losses whose sum is finite in the sense of §01 Reading (a physical estimate; it states the form of the estimate that is needed). MRS, constructed with a continuum cutoff, also joins the axial gauge of the large-field region with the background-field-dependent gauge of the small-field region, and has seams of the same type (6-07 §06) Cited. The organisation in which, in a tree gauge, the Jacobian of re-fixing becomes a constant and the cost moves elsewhere (to the ghost determinant and the coupling at the seams) is in row 4 of 15-08.

04

The roots, and models without gauge

Transcribing the three difficulties into the language of the roots of 11-07 Table 3 gives Table 1. In this part, which deals only with the ultraviolet, the coupling is small at every step, so root (R2) does not appear Reading (a physical estimate).

Table 1 The difficulties and the roots (a reading; the names of the roots are from 11-07 Table 3)
RootContent (one line)Form on the ultraviolet sideChapters in this part
(R1)The coupling is dimensionlessThe F2F^2 term is exactly marginal, and the sum of the losses gk2g_k^2 diverges like ln⁡K\ln K ((3)(4) of §01). A class that absorbs the losses into the flow of the coupling is needed15-03, 15-04–15-06
(R2)There is no expansion connecting the ultraviolet and the infraredDoes not appear (the coupling is small at every step). The task of the band in Part 13—
(R3)There is no global gauge fixing, and large fields cannot be controlled by convexityBroken down within one step: property 3 for group-valued fields (§02), convexity in the orbit directions (§03 Proposition O), and the seams of re-fixing (§03)15-07, 15-08

Models without gauge are also stuck. The two-dimensional O(N)O(N) sigma model (N≥3N\ge3) has no gauge and is a model with a dimensionless coupling and asymptotic freedom, yet the construction of its ultraviolet limit is listed as an open problem Cited (§II.1.1 of the text of Rivasseau's 2000 review, which says that many experts have tried and not succeeded). The same place says that a hierarchical version of this model has been constructed (Gawędzki–Kupiainen, Comm. Math. Phys. 106 (1986) 533) Cited (the review's bibliography). That there is no construction even in finite volume, and that the point is restricted to asymptotically free N≥3N\ge3, are this book's reading, not the words of the original Reading. The case O(4)O(4) is the principal chiral model, whose field takes values in S3=SU(2)S^3=SU(2). As of 2024, transplanting Bałaban's method has reached the variational problem and the background-field stage (Goswami, a family of two-dimensional nonlinear sigma models; Dybalski–Stottmeister–Tanimoto, two-dimensional O(4)O(4): the equation for the critical point is derived by the calculus of variations on the Lie group and solved by a contraction mapping) Cited (both from abstracts). On the other hand, the fermionic two-dimensional Gross–Neveu model (the massive case) has been constructed (11-07 Table 3) Cited. The proposal to use this model as a test bench is in 15-02 §05.

Reading from the contrast Reading (a physical estimate): the core of the wall can be read as lying in the combination "a field that takes values in a group (a nonlinear manifold)", "a dimensionless coupling (root (R1))" and "large fields", with gauge invariance a layer sitting on top of it. We do not say that gauge invariance is not an essential difficulty.

05

What cannot be said

(a) (1)–(5) of §01 are arithmetic that treats the one-loop flow (1) as an exact equation, not theorems about the actual sequence of effective couplings. "A class that absorbs the losses into the flow is needed" is a requirement for the case where the losses act multiplicatively at each step.

(b) §02 only states that, among the four properties of the weight, property 3 falls short for groups; it does not prove the group version of property 3.

(c) "The core of the wall is group-valued field × dimensionless coupling × large fields" is an estimate from the known situation of two-dimensional models; we do not say that gauge invariance is not an essential difficulty.

(d) We do not show that the seams of re-fixing can be estimated as losses whose sum is finite (we only state the form of the estimate that is needed).

06

Table of the five grades and the dependency graph

Table 2 The rows of this chapter (the rows of this chapter have no Lean column)
RowStatement (one line)GradeGroundsScope
[01]The one-loop flow (1)Cited§01, 6-05 §06The equation keeping only one loop
[02]Upper and lower bounds (2) on the sequence of couplings, and the logarithmic growth of the sum (3)Proved here§01Under the one-loop flow (1)
[03]The product of the losses cgk2cg_k^2 is (K+1)−c′→0(K+1)^{-c'}\to0 ((4)); the sum of the losses gk2+δg_k^{2+\delta} is finite ((5))Proved here§01Under (1), cgk2≤1cg_k^2\le1, δ>0\delta\gt0
[04]In three dimensions ∑gk2\sum g_k^2 is finite and the counterterm is a single constantCited§01, 6-05 §06, 6-06 §05Three dimensions
[05]The four properties of the weight and the one-step estimate (Lemma A.6.1)Cited§02, 11-06 §07 (the text of Appendix A.6.2)Flat fields
[06]On the far side of the group, the curvature of the one-link Wilson weight is negativeProved here§02, 11-06 §03 (Proposition 3)One link
[07]Proposition O: at a minimum point of a gauge-invariant function, the Hessian in the orbit directions is 0Proved here§03Tangent vectors to the orbit ξ≠0\xi\ne0
[08]There is no continuous global gauge fixingCited§03 (bibliography only)—
[09]The terms at the seams of re-fixing at each scale also need estimating as losses whose sum is finiteReading§03 (a physical estimate)—
[10]The ultraviolet construction of the two-dimensional O(N)O(N) sigma model is listed as an open problem; the hierarchical version has been constructed. Transplantation has reached the background-field stageCited§04 (the text of the review §II.1.1, its bibliography and abstracts)Within our search
[11]The core of the wall is group-valued field × dimensionless coupling × large fieldsReading§04 (a physical estimate)—

Dependency graph (the numbers of premises are smaller than the number of the conclusion):

[01] CIT FLOW   the one-loop flow (1)
[02] PRV RUN    couplings (2), log sum (3) ⟸ [01]  (one loop)
[03] PRV LOSS   product → 0 (4), sum finite (5) ⟸ [02]  (cg² ≤ 1, δ > 0)
[04] CIT 3D     in three dimensions the sum is finite
[05] CIT BBS    the four properties of the weight
[06] PRV CURV   negative curvature on the far side  (one link)
[07] PRV ORB    Proposition O
[08] CIT GRIB   no global gauge fixing
[09] RDG SEAM   the seams of re-fixing ⟸ [03][07][08]
[10] CIT SIGMA  two-dimensional O(N) not constructed
[11] RDG CORE   the core of the wall ⟸ [03][04][06][10]

The way to check it is to see by eye that every number to the right of a "⟸" is smaller than the number on the left. Among the nodes of this chapter there is no node saying that ① has been shown.


What this chapter can say

SaidNot said
Proved here Under the one-loop flow, the sum of the one-step losses gk2g_k^2 diverges like ln⁡K\ln K, and the sum of losses gk2+δg_k^{2+\delta} is finite ((2)–(5)). Hence a class that absorbs the losses into the flow is needed. Proposition OTheorems about the actual sequence of effective couplings. The construction of the absorbing class
Cited The finiteness of the sum in three dimensions, the four properties of the weight, the absence of a global gauge fixing, that the construction of the two-dimensional sigma model is listed as an open problem, and the stage its transplantation has reachedThe group version of property 3. The choice of gauge in the four-dimensional papers
Reading The form of the estimate of the seams of re-fixing; the reading of the core of the wallThe estimate of the seams itself

Sources and reproduction

ItemKindSource / tools
The one-loop flow (1); the sum of the couplings in three dimensionsCitedThe source table of 6-05 (J. Dimock, The renormalization group according to Balaban I, II, III, arXiv:1108.1335, 1212.5562, 1304.0705. T. Bałaban, Comm. Math. Phys. 102 (1985) 255–275)
The four properties of the weight, Lemma A.6.1Cited (the text of Appendix A.6.2 and of Lemma A.6.1)R. Bauerschmidt, D. C. Brydges, G. Slade, Introduction to a Renormalisation Group Method, Lecture Notes in Math. 2242 (2019), arXiv:1907.05474 (the source table of 11-06)
The situation of the two-dimensional sigma modelCited (the text of the review §II.1 and §II.1.1 and its bibliography; abstracts)V. Rivasseau, Constructive field theory and applications: perspectives and open problems, arXiv:math-ph/0006017 (the source table of 11-07). P. Goswami, arXiv:2204.08252, Ann. Henri Poincaré 25 (2024) 2065–2085. W. Dybalski, A. Stottmeister, Y. Tanimoto, arXiv:2403.09800. Hierarchical version: K. Gawędzki, A. Kupiainen, Comm. Math. Phys. 106 (1986) 533 (according to the review's bibliography)
Global gauge fixingCited (bibliographic data only)I. M. Singer, Comm. Math. Phys. 60 (1978) 7–12 (the source table of 6-05)
(2)–(5), Proposition OProved hereProofs in the text of this chapter. The only numbers are the arithmetic of 1/(2b0ln⁡2)1/(2b_0\ln2) and π2/6\pi^2/6

Words used in this chapter — the dimensionless coupling, the sum of losses, absorption, marginal, the four properties of the weight, property 3, Proposition O, the seams of re-fixing, roots (R1)(R2)(R3). Their meanings are in A-02 Glossary.

Next chapter to read: 15-02 A map of the sources — how far Bałaban's series went, and where it stopped.

← 15-00 Entrance — what ultraviolet control isContents15-02 A map of the sources — Bałaban's programme, the BBS chain, two rows absent from the sources →

Revised 2026-10-15: first version. Moved §02 of 13-11 (except the heat-kernel example), the first half of §03 (the four properties of the weight and property 3, which falls short for groups) and §04, and added the table of roots (Table 1) and guides to each chapter.