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
Measuring glueballs and the string tension — read masses from how correlations decrease, and form the ratio
What this chapter shows — A lattice mass is read from how fast the correlation of time-slice operators decreases in imaginary time, and the value is an upper bound approached from above. Smoothing and the variational method speed up the approach. The string tension is extracted from periodic strings by assuming a string correction, and the ratio is 3.78–3.84 for and 3.41–3.61 for in primary sources (3.35–3.61 including Meyer's value from secondary information).
Prerequisite chapters — 5-07 The Monte Carlo method. We use the transfer matrix (5-03), the definition of the mass gap (4-11) and the variational principle (1-10). is the inverse lattice coupling of 5-01, a different quantity from the β function of 4-06.
Said first — Every number in this chapter is at the level of numerics, not a theorem. They are measured at finite box, and time window, and pass through extrapolation and the string picture. The demonstration on this machine is three-dimensional gauge theory, not four-dimensional Yang–Mills. This chapter shows nothing about the existence of the mass gap.
- A mass is how a correlation decreases — the effective mass is an upper bound
- Name tags for glueballs — the rotation group of the cube
- The noise does not decrease — the relative error grows exponentially
- Fattening the operators — smoothing in space only
- The variational method — optimising the upper bound
- Measuring the string tension — Creutz ratios and periodic strings
- A demonstration on this machine — three-dimensional
- Numbers from primary sources — a table of
- What the numbers say, and what they do not — upper bounds, windows, extrapolation, the string assumption
A mass is how a correlation decreases — the effective mass is an upper bound
Advancing time by one step on the lattice is applying the transfer matrix once (5-03). The eigenvalues of are read from how the correlation of an operator , built from quantities on one time slice , decreases. is summed over space to give zero momentum, and its vacuum expectation value is subtracted (lattice units ).
is the vacuum, and are the eigenvalues measured from the vacuum. The weights are squared absolute values, so they are 0 or more. The eigenvalues are positive reals because link-reflection positivity () gives , and for , does not have 0 as an eigenvalue (5-03 §chain, §transfer matrix). A sum of positive exponentials with weights of 0 or more is log-convex (by Cauchy–Schwarz, ), so the effective mass decreases monotonically in and approaches from above the energy of the lightest state that touches Known. A value read at finite is an upper bound, and no lower bound comes out (for an example with a finite window, 4-11 §window). On a lattice periodic in the time direction (length ), each term gets a backward . For , of §07 it is negligible.
Example. For , goes down as 0.908, 0.824, 0.790, 0.777, 0.773, 0.771 for Computed.
Name tags for glueballs — and the rotation group of the cube
Gauge-invariant states are called glueballs and are classified by spin , parity and charge conjugation . is the operation reversing the spatial coordinates (with the links mapped accordingly), and is the operation mapping links to their complex conjugates . For the trace of a loop, , which is the trace of the loop with the opposite orientation, so reverses the orientation of loops. The lightest is thought to be , and the next Physics.
The rotation group of the cube and its characters
The only rotations left on the lattice are the 24 that carry a cube onto itself, and the irreducible representations of this group are (dimensions 1, 1, 2, 3, 3). "Name tag" is a metaphor; precisely, it is the pair of the irreducible representation of to which a state belongs and the eigenvalues () of and .
The representation of spin splits on the lattice into a sum of these. Characters decide how it splits. The character of a representation is the trace of the matrix representing the element . The 24 elements of fall into five sets on which characters take the same value (conjugacy classes): the identity (1), 90° rotations about axes through face centres (6), 180° rotations about the same axes (3), 120° rotations about diagonal axes (8), and 180° rotations about axes through edge midpoints (6). The number of times a representation appears is the following sum, which comes from a theorem, the orthogonality of characters of finite groups (here we only use it) Known.
is the rotation angle of . For example, for , , and .
KnownCharacters of The columns are the five conjugacy classes above (number of elements).
| Identity (1) | 90° (6) | 180° (3) | 120° (8) | Edge 180° (6) | |
|---|---|---|---|---|---|
| 1 | 1 | 1 | 1 | 1 | |
| 1 | −1 | 1 | 1 | −1 | |
| 2 | 0 | 2 | −1 | 0 | |
| 3 | 1 | −1 | 0 | −1 | |
| 3 | −1 | −1 | 0 | 1 |
ComputedKnownTable 1 How the representation of spin splits under the rotation group of the cube (computed from the characters of the five conjugacy classes; we checked that the dimensions add up to ).
| 0 | 1 | 2 | 3 | 4 | |
|---|---|---|---|---|---|
| Splitting |
is measured in , but also contains . Lucini–Teper 2001 themselves raise the possibility that the excitation is the lightest . appears in and , and the two agreeing is a sign that rotational symmetry is restored (4.582(14) and 4.578(11) for in Athenodorou–Teper 2021) Physics.
Example. The sum of spatial plaquettes in the three orientations is , and the difference is . For , (, where is the Pauli matrix of 1-04), so is the same as making the same gauge transformation at every point. Hence every gauge-invariant state has .
The noise does not decrease — the signal falls exponentially, and the fluctuation stays
is estimated by an average over configurations (how configurations are made and their errors: 5-07). The variance of the product , which sets the error, approaches a constant of about as grows, and does not decrease. The signal falls as , so
This argument is standard in lattice spectroscopy and is said to go back to Parisi 1984 Known. Glueballs have a large , and also needs the vacuum subtracted, so it bites especially hard.
Example. In the demonstration of §07 (, about 35,000 configurations), the relative errors of the plaquette were 0.004, 0.011, 0.025, 0.050, 0.121, 0.214, 0.379, 0.657 for Computed. The factor 1.8–2.9 per step is of the same order as .
Fattening the operators — smoothing and blocking in space only
A plaquette has size , but the physical length is about for at (Table 2). So we "fatten" the operators. Precisely, we replace links by averages over nearby paths, so that the operator overlaps strongly with extended states.
run over spatial directions only, and is the operation that brings the sum back to the group. There is also blocking, which builds links of length . Lucini–Teper 2001 cite Teper 1987 and Albanese et al. 1987 (APE smoothing) for these as standard methods Known. Averaging only in space is the key: the operator stays on one time slice, so the positive weights of (1) and "approaching from above" are kept.
Quality is measured by the fraction of the weight in the ground state. For the best operators of Lucini–Teper 2001, for it was from about 0.95 () to about 0.90 () on coarse lattices, and from about 0.92 to about 0.85 on fine lattices. For periodic strings it is from about 0.90 to about 0.75 on both. The larger , the worse the overlap Physics.
For the three-dimensional of §07, the rough fraction (; it comes out on the large side) was 0.57 for the plaquette and 0.85 for the loop. With a smoothing in which is a majority vote of the link and two staples, 0.59 rose to 0.66 in one step Computed.
The variational method — the generalised eigenvalue problem, and optimising the upper bound
We line up candidates and let the correlations themselves choose the best linear combination. For the correlation matrix we solve
The variational idea began with Wilson's 1981 talk, and is said to have been used for glueballs by Berg 1982 and Michael–Teasdale 1983. The form of the generalised eigenvalue problem with and the estimate of its corrections are attributed to Lüscher–Wolff 1990 (according to the introduction of Blossier et al. 2009) Known. Blossier et al. 2009 show that taking makes the corrections vanish as . The of Figure 1 is outside this condition, and is used only in the sense of the upper bound of formula (5).
For , it is the Rayleigh–Ritz variational principle itself (1-10, 2-05). For (with the vacuum component subtracted)
so is the best upper bound within the space spanned by the candidates Known. The variational method improves the upper bound, but does not change the fact that it is an upper bound.
ComputedThe numbers in this figure were computed on this machine.
ComputedThe numbers of Figure 1 (jackknife errors, 39 bins. The variational basis is , , , , with ).
| 0 | 1 | 2 | 3 | Fraction | |
|---|---|---|---|---|---|
| 1.181(7) | 0.928(17) | 0.853(33) | 0.924(82) | 0.57 | |
| 0.940(6) | 0.858(14) | 0.841(29) | 0.842(70) | 0.78 | |
| 0.883(6) | 0.818(13) | 0.831(29) | 0.795(61) | 0.85 | |
| Variational (4) | 0.860(6) | 0.824(13) | 0.831(29) | 0.803(63) | 0.87 |
How to read it. At the variational value is lowest (formula (5)); every column goes down to 0.80–0.85 at and approaches the reference value 0.772 from above. For the errors exceed 0.1 (Figure 1). The rightmost column is the rough fraction (§04).
Measuring the string tension — Creutz ratios and periodic strings
The string tension is the slope of the energy of two separated static charges. An Wilson loop (5-01) decreases like , and at long distances the following form is used (7-03) Physics.
is the spacetime dimension. In the Creutz ratio (attributed to Creutz 1980) the perimeter and corner contributions cancel. Assuming the form (6) and ignoring finite- corrections, approaches from above Physics.
Periodic strings
The other way is to read, by the same method as §01, the mass of a closed flux tube going once around the spatial period (a periodic string). Lucini–Teper 2001 extracted in four dimensions from the following formula (the correction is in general ; in three dimensions ; formula (7) of 7-03 §closed strings).
The authors write 'in using eqn(4) we are assuming that we have linear confinement ... Nambu-Gotto universality class' (Nambu–Goto is the approximation that treats the string as a membrane with action proportional to its area; 7-03), and caution that with two values of 'we cannot claim to have evidence for both the 1/L functional form and for its coefficient'. Only lattices with are used. The authors write that to study the string correction itself, periodic strings are much better than Wilson loops: the coefficient of the correction is larger ( against ), and the Coulomb term of static charges (which has the same form and dominates at short distances) does not mix in.
Periodic strings do not mix with glueballs because of centre symmetry. Multiply all links in direction crossing the plane of spatial direction (at all times) by an element of the centre of the group (an element commuting with every element; for ; 1-04). Every plaquette either does not contain these links or contains them as a there-and-back pair, so the action does not change. A loop going once around in direction crosses the plane once and picks up one centre element (for its sign changes), while contractible closed loops do not change. In the confining phase this symmetry is not broken, so the correlation between the two is 0 Known.
ComputedThe numbers in this figure were computed on this machine (formula (7)).
ComputedTable 2 recomputed by formula (7) from the of Table 1 of Lucini–Teper 2001 (). The master values of the six and masses are in 9-02 Table 3.
| Correction fraction | |||||
|---|---|---|---|---|---|
| 2.25 | 8 | 1.301(17) | 0.4231(25) | 9.1% | 3.38 |
| 2.30 | 10 | 0.861(11) | 0.3108(18) | 10.8% | 3.11 |
| 2.40 | 12 | 0.745(9) | 0.2634(14) | 10.5% | 3.16 |
| 2.475 | 16 | 0.585(8) | 0.2016(12) | 10.1% | 3.23 |
| 2.55 | 20 | 0.453(4) | 0.1590(6) | 10.4% | 3.18 |
| 2.60 | 24 | 0.387(4) | 0.1340(6) | 10.1% | 3.21 |
How to read it. The of the paper are reproduced by formula (7) within rounding (within 1 in the error of the last digit). is 3.1–3.4 at every , so the box is almost constant in physical length. The correction is about 10% of , and leaving it out underestimates by about 5% Computed.
A demonstration on this machine — three-dimensional gauge theory
We check the same way of measuring in the simplest gauge theory: three-dimensional gauge theory, with on the links and the Wilson action . It is known to map by duality to the three-dimensional Ising model (attributed to Wegner 1971; for how the correspondence is used, Agostini et al. 1997). The mass of corresponds to the inverse correlation length of the Ising model, and the string tension to the interface tension (the free energy per unit area carried by the boundary between up and down regions; 2-09 §low temperature) Known.
Agostini et al. 1997 give, at , (stable for , Table 2 of that paper), and (Table 6, from the literature on interface tension), so Physics.
On this machine we made about 35,000 heat-bath updates on a lattice (three independent runs), measuring the operators of §04 and §05 and the periodic string every time, and Wilson loops once every 5 (majority-vote smoothing in two other runs).
ComputedTable 3 Demonstration and reference values for three-dimensional at . is the of the periodic string put into . The rough guide for Creutz ratios is the crude approximation , without corrections for finite (the loops being square).
| Quantity | This machine | Reference value |
|---|---|---|
| (variational, ) | 0.803(63) | 0.7716(18) |
| () | 0.872(39) | 0.857 (from the formula) |
| 0.0566(24) | 0.05558(10) | |
| 3.38(27) | 3.27 | |
| , | 0.0698(6), 0.0645(11), 0.0664(26) | Guide : 0.066, 0.062, 0.060 |
How to read it. Both the mass and the string tension agree with the reference values within errors. The central value of the mass lies above the reference value, but the difference is about 0.5 times the error and cannot be distinguished. Being an upper bound is a property of the exact expectation value ; an estimate from finitely many configurations can also come out below because of noise ( in Figure 1). The value at with is a ratio of two largest eigenvalues, and is not a strict upper bound like formula (5) either. The Creutz ratios are 16–19% larger than even at , slightly above the guide. The periodic string gave to 4% accuracy from the single point .
The ratio differs from theory to theory. The continuum value of Agostini et al. 1997 is , and the value for three-dimensional that Table 9 of that paper cites from other literature is 4.763(31) Physics.
Numbers from primary sources — a table of
These are continuum-limit values from primary sources for four-dimensional pure Yang–Mills theory (for the extrapolation procedure, 5-09 §ratios).
PhysicsComputedTable 4 Continuum limits of , and divided on this machine (errors combined as independent. Only the Meyer row is the ratio from the source's table; divided on this machine it is 1.47(4)). LT = Lucini–Teper 2001, AT = Athenodorou–Teper 2020 () and 2021 (, ; is ). is the extrapolation.
| Source, group | |||
|---|---|---|---|
| LT | 3.844(61) | 5.59(15) | 1.45(5) |
| LT | 3.607(87) | 5.13(22) | 1.42(7) |
| LT | 3.49(14) | 5.21(21) | 1.49(9) |
| LT | 3.38(16) | 4.88(38) | 1.44(13) |
| LT | 3.37(15) | 4.93(30) | 1.46(11) |
| AT | 3.781(23) | 5.349(20) | 1.415(10) |
| AT | 3.405(21) | 4.894(22) | 1.437(11) |
| AT | 3.072(14) | 4.582(14) | 1.492(8) |
| Meyer (via GKN II) | 3.347(68) | 4.916(91) | 1.46(5) |
Morningstar–Peardon 1999 and Chen et al. 2006 report for , in units of the Sommer scale (the distance at which the force between static charges satisfies ), and ; dividing by the of AT 2020 gives 3.63(10) and 3.59(10) Computed. It is a conversion combining numbers from different sources and is only a rough guide.
How to read it. The ratio goes down with , and is 1.4–1.5 for every . Even for the same group the sources differ: the difference 0.063 between LT and AT for is about 1 times the combined error, and the difference 0.20 for about 2.3 times Computed. This chapter does not identify the cause of the differences. Conversion to GeV is treated in 5-09 §detour, and large in 7-04.
What the numbers say, and what they do not — upper bounds, windows, extrapolation, the string assumption
Table 4 is numerical support for the physical view that the positive gap is about 3 to 4 times . To make it a mathematical statement, four things remain.
- Upper bounds. The at each is an upper bound at finite or a fit to a plateau (§01, §05). No lower bound comes out of a finite window (4-11 §window).
- Boxes and quantum numbers. In a finite box, two glueballs or a pair of periodic strings also appear with the same quantum numbers (Morningstar–Peardon 1999 say in their abstract that they distinguished them). Spin is identified through the representations of the cube (§02).
- Extrapolation. Continuum-limit values are extrapolations that assume the form of the corrections (5-09, 5-05). That the limit exists has not been shown.
- The string assumption. is extracted by assuming linear confinement and corrections of Nambu–Goto type (§06). Confinement at large for four-dimensional non-abelian groups has not been proved, so using this as evidence of confinement is circular (7-03).
What the mass gap problem (4-11) asks for is the continuum theory and a lower bound on the gap, while every method in this chapter approaches from above. What to hold fixed when taking the limit is treated in 5-09.
What this chapter can say
| Content | |
|---|---|
| Said | That the effective mass decreases monotonically and gives an upper bound on the lowest energy. That the generalised eigenvalue problem at is the Rayleigh–Ritz upper bound. That smoothing in space only keeps the operators on one time slice. How splits under the cube group (Table 1) Known. |
| At the level of numerics | The of primary sources (Table 4) and the reproduction of by formula (7) (Table 2) PhysicsComputed. That the demonstration with three-dimensional agreed with the reference values within errors (Figure 1, Table 3) Computed. |
| Not said | That the continuum limit of four-dimensional Yang–Mills and the limit of exist; a lower bound on the gap. An independent check of the string correction. The cause of the spread in the values. This chapter shows nothing about the existence of the mass gap. |
Sources and reproduction
| Item | Kind | Source / tools |
|---|---|---|
| , and of (Table 1 of the paper), formula (4), continuum values (Table 5 of the paper), the operators and the variational procedure, , the question about , verbatim quotations | Primary (text) | B. Lucini, M. Teper, JHEP 0106 (2001) 050, arXiv:hep-lat/0103027 |
| , , and | Primary (text checked against the checked material) | A. Athenodorou, M. Teper, JHEP 11 (2020) 172, arXiv:2007.06422; JHEP 12 (2021) 082, arXiv:2106.00364 |
| , abstract | Primary (text checked against the material) | C. Morningstar, M. Peardon, Phys. Rev. D 60 (1999) 034509, arXiv:hep-lat/9901004; Y. Chen et al., Phys. Rev. D 73 (2006) 014516, arXiv:hep-lat/0510074 |
| Meyer's values and the ratio 1.46(5) | Secondary (original not obtained) | The values of H. B. Meyer, arXiv:hep-lat/0508002, from the table of U. Gürsoy, E. Kiritsis, F. Nitti, JHEP 0802 (2008) 019, arXiv:0707.1349 |
| of three-dimensional (Table 2 of the paper), and (Table 6), 3.08(3), how the dual correspondence is used | Primary (text) | V. Agostini, G. Carlino, M. Caselle, M. Hasenbusch, Nucl. Phys. B 484 (1997) 331, arXiv:hep-lat/9607029 |
| 4.763(31) for three-dimensional | Secondary (via Table 9 of Agostini et al. 1997; original not checked) | Table 9 of the same |
| The corrections of the generalised eigenvalue problem and the condition , the history of the variational method (introduction of the paper) | Primary (text) | B. Blossier et al., JHEP 0904 (2009) 094, arXiv:0902.1265 |
| Starting points of the variational method (Wilson's 1981 talk, Berg 1982) | Bibliographic data only (from the introduction of Blossier et al. 2009; original not checked) | Quotation in the same introduction |
| The variational method, smoothing, blocking, Creutz ratios, the noise argument, the string correction, duality | Bibliographic data only (attributions are "said to be") | Michael–Teasdale, Nucl. Phys. B 215 (1983) 433 (bibliographic data from the citation in Blossier et al. 2009); M. Lüscher, U. Wolff, Nucl. Phys. B 339 (1990) 222; M. Albanese et al., Phys. Lett. B 192 (1987) 163; M. Teper, Phys. Lett. B 183 (1987) 345; M. Creutz, Phys. Rev. D 21 (1980) 2308; G. Parisi, Phys. Rept. 103 (1984) 203; M. Lüscher, Nucl. Phys. B 180 (1981) 317; F. J. Wegner, J. Math. Phys. 12 (1971) 2259 |
| Definition of the Sommer scale | Bibliographic data only (the defining formula checked against the checked material) | R. Sommer, Nucl. Phys. B 411 (1994) 839, arXiv:hep-lat/9310022 |
| Table 1, Table 3 and Figure 1 (heat bath, jackknife, generalised eigenvalue problem), Table 2 and Figure 2, the ratios and conversions in Table 4, the example in §01 | Computed | python3 (numpy, scipy). Scripts and output are kept in the record on this machine. The majority-vote smoothing was run as three runs; one was cut off and its record was damaged, so it is not used |
Next chapter to read: 5-09 What to hold fixed when taking the limit (turning numbers in lattice units into physical quantities, and what to hold fixed in going to ).
← 5-07 The Monte Carlo methodContents5-09 What to hold fixed when taking the limit →