The whole book Contents and reading orders
- Part 0 Entrance — how to read this book
- 0-01 How to read this book
- 0-02 One picture
- 0-03 Reading the problem statement word by word
- 0-04 Four dimensions in mathematics and four dimensions in physics
- Part 1 Mathematical preparation
- 1-01 Vector spaces and linear maps
- 1-02 What a group is
- 1-03 Lie groups and Lie algebras
- 1-04 SU(2) and SU(3)
- 1-05 Manifolds and tangent spaces
- 1-06 Differential forms and the exterior derivative
- 1-07 Vector bundles and connections
- 1-08 Probability and measure
- 1-09 Probability in infinite dimensions
- 1-10 Hilbert spaces and self-adjoint operators
- 1-11 Fourier analysis and distributions
- 1-12 Detour: what happens only in four dimensions
- Part 2 Physical preparation
- 2-01 Lagrangians and the action
- 2-02 The idea of a field
- 2-03 Electromagnetism is a gauge theory
- 2-04 Special relativity and spacetime
- 2-05 The bones of quantum mechanics
- 2-06 The harmonic oscillator and creation and annihilation
- 2-07 The idea of the path integral
- 2-08 Statistical mechanics and phase transitions
- 2-09 Detour: the gap and the correlation length in the Ising model
- 2-10 The relaxation time and the dynamical exponent z
- Part 3 Yang–Mills theory (classical)
- 3-01 The gauge principle
- 3-02 Non-abelian gauge fields
- 3-03 The action and the equations
- 3-04 Gauge theory as geometry
- 3-05 Instantons and topology
- 3-06 Detour: Donaldson and exotic R⁴
- 3-07 Yang–Mills inside the Standard Model
- Part 4 Quantisation
- 4-01 Canonical quantisation and the Hamiltonian
- 4-02 The path integral and Euclideanisation
- 4-03 Perturbation theory and Feynman diagrams
- 4-04 Divergences and renormalisation
- 4-05 The algebra of divergences
- 4-06 Asymptotic freedom
- 4-07 Dimensional transmutation and Λ
- 4-08 Gauge fixing and Faddeev–Popov
- 4-09 The axioms of quantum field theory
- 4-10 The Osterwalder–Schrader axioms and reconstruction
- 4-11 The definition of the mass gap
- 4-12 Detour: the perturbation series diverges
- Part 5 Lattice gauge theory
- 5-01 Wilson's lattice
- 5-02 The strong-coupling expansion
- 5-03 Reflection positivity and the transfer matrix
- 5-04 The infinite-volume limit and the cluster expansion
- 5-05 Weak coupling and the continuum limit
- 5-06 How U(1) differs from the non-abelian case
- 5-07 The Monte Carlo method
- 5-08 Measuring glueballs and the string tension
- 5-09 What to hold fixed when taking the limit
- 5-10 Lattice gauge theory with finite groups
- 5-11 Detour: Bakry–Émery and one-link integration
- Part 6 Constructive field theory
- 6-01 What constructive field theory is
- 6-02 Solvability in two dimensions and the Yang–Mills measure
- 6-03 Constructing scalar fields
- 6-04 The cluster expansion
- 6-05 The sequence of renormalisation group steps
- 6-06 Ultraviolet stability of three-dimensional Yang–Mills
- 6-07 Four dimensions
- 6-08 Triviality of φ⁴ in four dimensions
- 6-09 Stochastic quantisation and regularity structures
- 6-10 Where four dimensions stops
- 6-11 Obstacles other than divergence
- 6-12 Detour: "if 1/0 is given a symbol"
- Part 7 From the side of physics
- 7-01 How physics sees it
- 7-02 Mechanisms of confinement
- 7-03 The string picture
- 7-04 Large N
- 7-05 String theory and extra dimensions
- 7-06 How extra dimensions become invisible
- 7-07 Where gauge fields come from
- 7-08 Holography
- 7-09 The mass gap becomes geometry
- 7-10 Back to four dimensions
- 7-11 Supersymmetry and Seiberg–Witten
- 7-12 The sentence that plays the role of an equivalence principle
- 7-13 Where the way physics digs parts from mathematics
- Part 8 A dictionary of two languages — the physical and the mathematical view
- 8-01 How to read the dictionary
- 8-02 Dictionary A
- 8-03 Dictionary B
- 8-04 Dictionary C
- 8-05 The physical counterparts of our assumptions
- Part 9 Where things stand, and open tasks
- 9-01 How far the world has come
- 9-02 Where the two ways of digging part
- 9-03 Candidates for new concepts
- 9-04 The list of open tasks
- 9-05 Common misconceptions
- Part 10 Towards a proof of the mass gap — building the first step of the staircase
- 10-00 Entrance — the staircase, and the random walk, the ruler and the clock
- 10-01 The line of construction and Assumption H
- 10-02 Roads tried on the four-dimensional lattice, and walls
- 10-03 The four steps of the staircase — why we start from 0+1 dimensions
- 10-04 The path measure of the double well, and kinks
- 10-05 The statement of the first step — four conditions and Proposition 4.5
- 10-06 (H1) Local Poincaré within a phase
- 10-07 The map of (H2) — seven routes and the seam of the ring
- 10-08 What computer-assisted means — the conditions on the chain inside the window
- 10-09 The sector framework and the three strands of route 5
- 10-10 The list of detour plans — types of breakage
- 10-11 (H3)(H4) and the constant of the core
- 10-12 The integrated table and the dependency graph
- 10-13 Lean statements and the limits of machine checking
- 10-14 Reconciliation — the numbers of the record and the known numbers
- 10-15 What remains and its cost — the distance to a theorem
- 10-16 What is not claimed
- 10-17 Insights and small questions
- Part 11 Further considerations — beyond Assumption H, and other views
- 11-00 Further considerations — entrance
- 11-01 One form that obstructs H — a nearly conserved global quantity
- 11-02 Choosing the ruler and the coordinates again — the length at which conservation breaks
- 11-03 Two ways to repair H — the sector H and the local H
- 11-04 Which H the one-sided bridge needs
- 11-05 Making time continuous — the Hamiltonian lattice and the vacuum measure
- 11-06 Paying with rarity instead of convexity — renormalisation on groups and log-Sobolev
- 11-07 Because it is four dimensions — the dimensionless coupling and topology
- 11-08 Questions, and what is not claimed
- 11-A1 Table of notation for Part 11
- Appendices
- A-01 Table of notation
- A-02 Glossary
- A-03 Guide to the literature
- A-04 Lean and machine checking
- A-05 How this book was made
- A-06 Index of assumptions
The strong-coupling expansion — at small β the Wilson loop becomes a sum over surfaces, and the area law comes out
What this chapter shows — At small the expectation value of a Wilson loop becomes a sum over surfaces bounded by the loop (the character expansion); from the smallest surface come the area law and the leading term of the string tension , from bumps the first correction, and from tubes the leading term of the mass . We set them beside SU(2) numbers and see how far they work.
Prerequisite chapters — 5-01. Representations in 1-04, Haar measure in 1-08, mass in 4-11.
Said first — The strong-coupling area law is a theorem at small with the lattice spacing fixed, and it holds for too. It concerns the side opposite to the continuum limit (), and is not a proof of confinement or of the mass gap. The proof of convergence is left to 5-04.
- The world of small β — the sum over surfaces seen in
- The character expansion — splitting the weight of one plaquette by representation (Table 1). Detour: the derivation of (4)
- Tiling a surface — the leading term and the area law (Figure 1). Detour: sums over surfaces and strings
- Bumps — the first correction and the number of dimensions
- Tubes — the leading term of the mass and the correlation length
- Comparing with numbers — how far it works (Figure 2, Table 2)
- Convergence — finite boxes and infinite boxes. Where it stops
- Is the area law a proof of confinement? — it comes out for abelian groups too
The world of small β — the sum over surfaces seen in
A small coefficient in the Wilson action (5-01 §04) means a large coupling , so the expansion on this side is called the strong-coupling expansion. plays the role of inverse temperature, so it is also called the high-temperature expansion (2-08). At the links scatter independently with Haar measure, and since , the expectation value of a simple loop is 0. The abstract of Wilson 1974 writes “The lattice gauge theory has a computable strong-coupling limit; in this limit the binding mechanism applies and there are no free quarks. There is unfortunately no Lorentz (or Euclidean) invariance in the strong-coupling limit.” Known.
Example: . For the group of links (2-09) with action , since , the weight of one plaquette splits into two terms, up to a constant.
Opening the product gives a term for each set of plaquettes. The average of a uniform is 1 for even powers and 0 for odd ones, so in the partition function only sets in which every link is surrounded by an even number of plaquettes (closed surfaces) survive, and in the numerator of the Wilson loop only surfaces with boundary . The smallest surface is a flat rectangle, so
and the expectation value decreases exponentially in the area (the area law). That the gap for small in the of 5-03 §08 is close to is the same count.
The character expansion — splitting the weight of one plaquette by representation
For a general group too, the weight of one plaquette is a function unchanged by conjugation (a class function). To split it by representation, we prepare just two tools.
Characters. For a representation of the group (1-04), is called its character. The trace is unchanged by conjugation, so characters are class functions. The characters of irreducible representations are orthonormal with respect to Haar measure (the uniform probability measure on the group; 1-08 §03) (Schur's orthogonality relations; proof omitted) Known.
Class functions can be expanded in these characters. It is the generalisation of Fourier series to non-commutative groups Known.
Integrals over classes of . Elements of can be written as (), so a class function is a function of alone. Its integral takes the following form (the version of Weyl's integration formula) Known.
Then , the character of the spin- representation is , and its dimension is .
Character coefficients
For a general group, the weight is expanded in characters as follows.
is the dimension. We call the character coefficients, and write the one for the fundamental representation simply as (for , ). For , the class integral above can be written with modified Bessel functions (Detour: the derivation of (4)):
Known (agreeing with numerical integration to Computed). It is the same number as the ratio of eigenvalues of the transfer matrix of a single link in 5-03 §06.
If , then . They are positive because each term of the opened exponential is a non-negative sum of characters of tensor products (5-03 §06). They are below 1 because , with equality only when is the identity matrix.
At small , approaches for , for , for , and for Computed. The reason is the first-order term. Opening the exponential of (3) to first order gives ( is the fundamental representation), and this integral is for , since , and 1 for and , since is real Known.
For , the of 6-02 is of this chapter (compare the of (3.3) in 6-02 with the of (4) in this chapter; for it is the same ).
| 0.5 | 0.4621 | 0.2425 | 0.1237 | 0.0289 |
| 1 | 0.7616 | 0.4464 | 0.2402 | 0.0601 |
| 2 | 0.9640 | 0.6978 | 0.4331 | 0.1286 |
Detour: the derivation of (4)
A subsection you may skip.
The weight of one plaquette for is . The formulas used are two standard properties of the modified Bessel functions Known.
Denominator. Since ,
Numerator. By the product-to-sum formula , so
The of (3) is the numerator divided by and by the denominator, so . At small , gives .
Tiling a surface — the leading term and the area law
Multiplying (3) over all plaquettes and opening the product, each term is an assignment of "which representation to put on which plaquette". There are two rules for integrating out the links one at a time (Schur's orthogonality relations Known; (3.1) of 6-02 is a lemma of the same idea).
The left says "if an edge lies on only one plaquette, the result is 0", and the right says "gluing two plaquettes with the same representation along a common edge makes a larger loop, with a factor ". What survives are terms in which the plaquettes carrying representations form a closed surface, or a surface whose boundary is the observed loop.
Example: the loop. The observable is ( is the dimension of the fundamental representation). The leading term is the one with representations on the two plaquettes inside the loop, . For , the surface carries the conjugate representation so as to pair with the of the observable (for , ). We integrate in three steps.
- Integrate the edge shared by the two plaquettes with (5) right. The two loops join into the boundary loop of the , with a factor .
- Integrate one of the six boundary edges with (5) right. The loop of the observable and the boundary loop are glued with opposite orientations, the remaining five links cancel in the form , and remains.
- Normalisation: the of the observable remains (the partition function is 1 in the leading term apart from powers of the constant , so dividing by it changes nothing).
Altogether , that is, . Tiling an too, the powers of cancel, and what remains is
The energy of a static pair of charges (7-02 §01) is in the leading term: the confining form that grows in proportion to the distance Known. Example: for at , , and the loop is Computed.
ComputedThe numbers in this figure were computed on this machine ( from the series of (4), computed on the spot). If JavaScript is disabled: the surface has plaquettes with weight , and in four dimensions there are bumps, each with .
Detour: sums over surfaces and strings
A subsection you may skip.
The abstract of Wilson 1974 states that the strong-coupling expansion becomes a sum over quark paths and the lattice surfaces connecting them, and concludes “This structure is reminiscent of relativistic string models of hadrons.” A sum over surfaces paying per plaquette looks like a sum over world sheets of a string with an action proportional to area Known. Speaking in metaphor, it is a membrane stretched on the lattice. Precisely, physics considers that the strong-coupling surfaces are stiff along the lattice and in a different state from a fluctuating continuum string (7-03 §07) Physics.
Bumps — the first correction and the number of dimensions
The next surfaces that matter replace one plaquette of the flat surface by the remaining five faces of the unit cube with that plaquette as its base (Figure 1). Paying five plaquettes instead of one multiplies the weight by , and there are such cubes, on both sides along the axes perpendicular to the surface: 4 in four dimensions. Separated bumps may be counted independently at this order, so together they make an exponential (the count for ).
The next corrections come from overlapping bumps, two-storey bumps and surfaces carrying higher representations (higher coefficients are in the review of Drouffe–Zuber 1983, and the higher series for the string tension of in four dimensions in Münster 1981; see the table of sources). Justifying the exponential form uniformly in the volume is the cluster expansion (5-04, 6-04) Known.
Two dimensions have no bumps. For the surface cannot leave the plane, and the leading term is exact for every (6-02 §03) Known. The difficulty in three or more dimensions begins with the surface being able to fluctuate out of the plane. Example: for at , reaches 17% of , and the truncation becomes doubtful Computed.
Tubes — the leading term of the mass and the correlation length
Mass is the rate at which correlations decrease (4-11). The smallest closed surface joining a spatial plaquette and the same shifted by in the time direction, , is the box with the two as lids. The lids are observables and carry no weight, and the side plaquettes pay .
Computed (lowest-order counting). The lowest-order form is said to be standard (Drouffe–Zuber 1983, bibliographic data only). That the gap in the of 5-03 §08 is close to has the same form. The correlation length is 0.175 at and still 0.38 lattice units at : the correlation vanishes within one lattice unit Computed. The continuum limit needs much longer than the lattice spacing ( in Problem 5.1 of Chatterjee 2018; 5-09), and the leading term says the opposite.
Extending the ratio of (8) outside the region of convergence, the ratio of leading terms falls to 0 as grows. The ratio from lattice numbers rises from 3.3 () to 3.8 () and approaches a constant value (7-12 §08) Physics. This concerns the form of the leading terms, not a statement about the theory. The leading terms at , and , are 6.0 and 5.1 times the and of Table 1 of Lucini–Teper (2001) Computed (the literature values are Physics). From the literature halves, while the leading term decreases by only 4%.
Comparing with numbers — how far it works
We integrated on four-dimensional periodic lattices (6 and 8 points per side) with the heat-bath method (an update that redraws the links one at a time from their conditional distributions; 5-07), and measured the string tension with Creutz ratios ((3) of 7-02).
The perimeter and corner terms cancel in the ratio, and with the form (7), .
ComputedThe numbers in this figure were computed on this machine (curves computed on the spot, points the values of Table 2, ■ literature values). If JavaScript is disabled, Table 2 gives the content.
| Plaquette | Literature: plaquette / | |||||
|---|---|---|---|---|---|---|
| 0.5 | 0.12375(13) | 0.1238 | 1.93(30) | — | 2.089 | — |
| 1.0 | 0.24335(14) | 0.2434 | 1.438(32) | — | 1.413 | — |
| 1.5 | 0.36249(15) | 0.3635 | 1.0026(59) | — | 1.011 | — |
| 1.8 | 0.44074(16) | 0.4400 | 0.7730(21) | 0.761(79) | 0.816 | — |
| 2.0 | 0.50104(22) | 0.4941 | 0.5991(17) | 0.553(33) | 0.696 | — |
| 2.2 | 0.56925(22) | 0.5510 | 0.4054(12) | 0.3231(55) | 0.581 | — |
| 2.4 | 0.63031(16) | 0.6106 | 0.2525(11) | 0.1445(23) | 0.469 | 0.629995(17) / 0.0694 |
| 2.6 | 0.670275(68) | 0.6729 | 0.18618(38) | 0.08514(90) | 0.360 | 0.670009(3) / 0.0179 |
There are three readings Computed. (i) For the plaquette agrees with , and with , within errors. (ii) From 1.8, falls below , and at 2.4 it is nearly half (that the plaquette is close to at 2.6 is a coincidence of crossing curves). (iii) is smaller still, yet 2 to 5 times the literature (small loops mix in short-distance contributions Physics). The plaquette differs from the literature values by about 0.0003, four times the statistical error at . The difference may include finite-volume differences between the lattice of 8 per side and the literature's lattice () and lattice () Computed.
The abstract of Creutz (1980), who did the same kind of calculation, reports that when the lattice is made finer with the string tension held fixed, the bare coupling decreases (logarithmically) as predicted by the perturbative renormalisation group, and concludes “This supports the coexistence of confinement and asymptotic freedom for quantized non-Abelian gauge fields.” It can be read as the area law on the strong-coupling side and asymptotic freedom on the weak-coupling side appearing connected without being cut by a phase transition. That (the continuum limit only on the side) for many non-abelian lattice models of interest in four dimensions is, in the words of Chatterjee (2018) §5, at the level of “It is believed” Physics.
Convergence — finite boxes and infinite boxes
On a lattice with points per side, is an integral over a finite-dimensional compact space and an entire function of (a function expressible as a power series converging on the whole complex plane). itself is entire, but expectation values and ( is the number of lattice points; the free energy) involve dividing by , so zeros of in the complex plane shrink the radius of convergence of their expansions. The question is whether that radius of convergence survives independently of (phase transitions in 2-08) Known. The number of connected surfaces grows with the number of plaquettes as ( fixed by the dimension), and each plaquette weighs , so the sum converges for roughly (a crude estimate; the precise condition is in 5-04): that is the core. The introduction of Shen–Zhu–Zhu (2023) summarises Osterwalder–Seiler (1978) as “when the coupling is sufficiently strong, the cluster expansion ... for the expectation values of local observables ... is convergent, uniformly in volume”, and writes that the mass gap (exponential clustering: correlations of distant observables decreasing exponentially in the distance; the mass gap of 4-11) and the existence and analyticity of the infinite-volume limit follow from it Known. SZZ themselves showed “a strictly positive mass gap” with Langevin dynamics (6-09) for with . From their formula (1.2), , so for four-dimensional , (the conversion is this book's arithmetic). It is a sufficient condition, not the place where the expansion stops.
Where it stops
(a) Roughening: physics considers that at some the fluctuations of the surface win, and the series for cannot be extended beyond it (7-03 §07; about 2 for SU(2), with a large uncertainty in the estimate) Physics. (b) For four-dimensional the area law breaks down at large (§08). (c) Formulas truncated at finite order cannot express exponential smallness like as (the leading term decreases only as a power, like ). On the other hand, in the continuum limit of asymptotic freedom (4-06, 4-07), at one loop (the lowest order of the β function of 4-06) should become exponentially small Physics. Taking from 2 to 4 merely halves , from 0.837 to 0.418, while becomes about times smaller Computed. The continuum-limit side cannot be reached with finite-order expansions (this book's organisation; 5-05).
Is the area law a proof of confinement? — it comes out for abelian groups too
The of Table 1 is below 1 for every group, so the area law (6) comes out for and for too. Chatterjee (2018) §4 writes “the area law holds for any lattice gauge theory at sufficiently small β”, and goes on to say that therefore “the area law at small β cannot be evidence for quark confinement”. The proof is Osterwalder–Seiler (1978), whose abstract writes “We then prove existence and analyticity of the infinite volume limit of strongly coupled Yang-Mills theories on the lattice and we verify Wilson's confinement bound.” Known. The four-dimensional lattice does not satisfy the area law at large (Guth 1980; Guth showed it with the Villain form of the action, different from the Wilson form; a fully rigorous proof is Fröhlich–Spencer 1982; 5-06) Known. The strong-coupling area law is a property of the lattice being coarse, and does not use non-commutativity. Problem 4.1 of the same paper asks to show, in any infinite-volume limit of a four-dimensional non-abelian compact group, for all ,
and writes that at large it “remains elusive”. On the strong-coupling side, Cao–Nissim–Sheffield extended the range of the area law for at large (arXiv:2505.16585, a preprint, publication not checked; abstract: “This improves on a classical result of Osterwalder-Seiler from 1978”), and in the 't Hooft regime (letting grow with proportional to ; for converting conventions, Table 4 of 5-01) they checked, with the SZZ method, a mass gap condition that the abstract cites as [DF80], and derived the area law from it (arXiv:2509.04688, a preprint, publication not checked) Known. Both are results at fixed lattice spacing. The mass gap and confinement are different statements (7-02 §02; finite groups in 5-10), and this chapter shows neither for the continuum theory.
What this chapter can say
| Item | What is said | What is not said |
|---|---|---|
| The character expansion, the leading terms (3) to (6) | Standard tools Known. Agreeing with numbers Computed | — |
| The correction (7) | Lowest-order counting for SU(2) in four dimensions. Agrees with the plaquette and for at Computed | Higher coefficients, error estimates for truncation (5-04), infinite-volume values |
| The leading term of the mass (8) | Lowest-order counting Computed. Not compared with numbers on this machine. 5.1 times the literature value at | Numerical check of the mass, higher corrections |
| Theorems on convergence and the area law | Uniform convergence, the area law and exponential decay at small (literature) Known | The content of the proofs. The area law at large (Problem 4.1) |
| Confinement, the mass gap | Presentation of results on the strong-coupling side at fixed lattice spacing | Both in the continuum limit. This chapter shows nothing about them |
Sources and reproduction
| Item | Kind | Source / tools |
|---|---|---|
| Quotations in §01 and the detour | Abstract | K. G. Wilson, Phys. Rev. D 10 (1974) 2445–2459 |
| The results of Osterwalder–Seiler in §07 and §08, the quotation in §08 | Abstract (INSPIRE, Elsevier version; text not obtained) | K. Osterwalder, E. Seiler, Ann. Phys. 110 (1978) 440–471 |
| The introduction in §07, formula (1.2), the condition | Text §1 | H. Shen, R. Zhu, X. Zhu, Commun. Math. Phys. 400 (2023) 805–851, arXiv:2204.12737 |
| Quotations in §05, §06 and §08, Problems 4.1 and 5.1 | Text | S. Chatterjee, arXiv:1803.01950 (2018) §4–§6 |
| Quotation in §06 | Abstract | M. Creutz, Phys. Rev. D 21 (1980) 2308–2315 |
| Literature values in §05, Table 2 and Figure 2 | Tables 1 and 7 of the text Physics | B. Lucini, M. Teper, JHEP 0106 (2001) 050, arXiv:hep-lat/0103027 |
| Extension of the area law in §08 | Abstracts (preprints; publication of neither checked) | S. Cao, R. Nissim, S. Sheffield, arXiv:2505.16585, arXiv:2509.04688 (2025). The [DF80] cited in the abstract of 2509.04688 is said to be Durhuus–Fröhlich 1980 (bibliographic data not checked) |
| The non-confining phase of (Guth) | Abstract (INSPIRE) | A. H. Guth, Phys. Rev. D 21 (1980) 2291–2307 |
| The non-confining phase of (Fröhlich–Spencer) | Bibliographic data only (from Chatterjee's account) | J. Fröhlich, T. Spencer, Commun. Math. Phys. 83 (1982) 411–454 |
| Review of higher coefficients, the lowest-order form of (8) | Bibliographic data only | J.-M. Drouffe, J.-B. Zuber, Phys. Rep. 102 (1983) 1–119 |
| Higher series for the string tension of four-dimensional | Abstract only | G. Münster, Nucl. Phys. B180 (1981) 23–60 |
| The roughening transition in §07 | From the sources of 7-03 | Itzykson, Peskin, Zuber, Phys. Lett. B 95 (1980) 259–264 |
| Tables 1 and 2, the figures, numbers in the text | Computed on this machine | Python 3.12, NumPy, SciPy. chars.py (Table 1, (4)), sc_tables.py (§05, §07), mc_su2.py, run_mc.sh (Table 2; heat bath, jackknife with 20 bins, 2 to 4 minutes per run). The figures are plain JavaScript |
Next chapter to read: 5-03 Reflection positivity and the transfer matrix (extracting the Hamiltonian from the same lattice).
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