The Universe Is a ComputerEpisode 14 (extended) / How Many Dimensions Is the Universe?

"The universe is 3-dimensional" ── with which ruler, and at what scale, is that a reading?

How Many Dimensions Is the Universe? The episode that turns Episode 1's "dimension is a reading, \(D=-d\ln F/d\ln n\)" onto the universe itself.
There is no single answer ── the container (space) is ~3, the contents (the cosmic web) are not 3 (fractal, about 2), the quantum-gravity UV is 2 too, information gives 2, and with extra dimensions it's 9–10. The ruler and the scale decide the number.

Core: dimension is a reading / the number changes with what you measure and at what scale Hook formula: \(N(\lt r)\propto r^{D}\), \(D=\dfrac{d\ln N}{d\ln r}\)

"How many dimensions is the universe?" ── you'll want to answer plainly, "three (plus time)." But as we saw in Episode 1, dimension is not a number the world possesses; it's a reading your ruler returns, \(D=-d\ln F/d\ln n\). If so, then "how many dimensions is the universe" has no single answer either ── a number only appears once you decide what, and at what scale, you measure. In this episode we line up several "theories" using one ruler. Let me give the conclusion up front ── space as a container is ~3. But the structure actually built inside it (the web of galaxies) is not 3.

01First, one ruler ── dimension is measured by "counting"

The flattest way to measure dimension: inside a ball of radius \(r\), how much stuff fits? The exponent of how it grows is the dimension.

The counting dimension (Episode 1's ruler)
$$N(\lt r)\propto r^{D}\quad\Longrightarrow\quad D=\frac{d\ln N}{d\ln r}$$

Double the radius and the contents go up by \(2^D\). A line gives \(D=1\), a surface 2, a solid 3. \(D\) can be non-integer, and it runs with scale (Episode 1). "How many dimensions is the universe" breaks down into the question of what you apply this \(D\) to and where.

02The container is ~3 ── the way force dilutes says so

First, "space itself." The dimension of space can be measured by how force dilutes (Gauss's law). In \(d\)-dimensional space, the field lines from a point source dilute over a sphere of radius \(r\), \(\propto r^{d-1}\):

Inverse-square ⟺ space is 3-dimensional
$$F\propto\frac{1}{r^{\,d-1}}\quad\xrightarrow{\ d=3\ }\quad F\propto\frac{1}{r^{2}}$$

Both our gravity and our electric force are inverse-square = \(d=3\). This is the substance of "the universe is 3-dimensional," and the inverse-square law has been tested precisely down to below a millimeter (~50 µm) (Episode 11). But ── this is about the container (how space spreads out). What is inside it, and how, needs a different ruler.

03The contents are not 3 ── galaxies form a web (the cosmic web)

Now let's look at the structure actually built inside that container. Galaxies do not fill space uniformly. Filaments and walls, and enormous voids ── a sparse web, the cosmic web. Measure it with the ruler of §01, and you get less than 3.

Try it ── the dimension that galaxy-counting returns

Two-point correlation function (how much galaxies cluster)

$$\xi(r)=\Big(\frac{r}{r_0}\Big)^{-\gamma},\quad \gamma\approx1.8,\ r_0\approx5\,h^{-1}\text{Mpc}$$

The dimension measured from the galaxy count within radius r

$$D_2=\frac{d\ln N(\lt r)}{d\ln r}\approx 1.2\text{–}2\quad(\text{small–medium scales, }\ \lt\text{ tens of Mpc})$$

Because galaxies "cluster," widening the radius doesn't grow the contents as fast as a solid (\(r^3\)) ── so \(D_2<3\). The web of filaments and voids is, in dimensional terms, between a surface and a line (about 2).

But if you widen the radius even more, \(D_2\) approaches 3. Beyond a certain size, the universe looks the same density everywhere (the cosmological principle = homogeneity). That boundary is the homogenization scale \(R_H\approx70\text{–}100\,h^{-1}\)Mpc (the "End of Greatness"; 71–81 in WiggleZ). Let's play with this run in the figure below.

Figure: the fractal dimension \(D_2\) of the cosmic web runs with scale. Move the slider for the measuring radius \(r\), and on small–medium scales where structure exists, \(D_2\approx2\) (not 3), while beyond the homogenization scale (band), \(D_2\to3\) (structure is smoothed away and disappears).
Measured dimension \(D_2(r)\) Homogenization scale (\(D_2\to3\)) Reference lines \(D=2,3\)
The fractal-cosmology controversy ── and its resolution There was, for a time, a claim that "the universe is fractal all the way up (\(D_2\) never becomes 3)" (Pietronero and others). But large surveys (SDSS, WiggleZ) confirmed that it homogenizes at \(R_H\sim70\text{–}100\,h^{-1}\)Mpc (\(D_2\to3\)), and the matter is settled. In other words, on the scales where structure "exists" (where the web is visible), it is not 3, and by the time it reaches 3, the structure itself has vanished. The contents' dimension not being 3 is this two-stage affair.
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04Dive smaller ── in spacetime's UV it runs to 2 as well

Conversely, dive to a really small scale (quantum gravity = toward the Planck length), and this time the dimension of spacetime itself runs. The spectral dimension \(d_s\), measured by diffusion (the heat kernel), goes from 4 on large scales to about 2 near the Planck scale ── dimensional reduction.

The running of the spectral dimension (quantum gravity)
$$d_s=-2\frac{d\ln P(\sigma)}{d\ln\sigma}:\quad d_s\xrightarrow{\ \text{large scale}\ }4,\qquad d_s\xrightarrow{\ \text{Planck}\ }\approx2$$

Causal Dynamical Triangulations (CDT) gives \(d_s=4.02\pm0.10\to1.80\pm0.25\); asymptotic safety and Hořava gravity give the same ── several independent methods all return "≈2 in the UV." What runs is the spectral dimension measured by diffusion; the Hausdorff dimension measured by volume stays about 4 (these two are easily confused). Episode 1's "\(D\) is a running reading" is happening even in the deepest layer of spacetime.

05Measure by information and it's 2 ── holography

Make "what you count" into information, and yet another number comes out. A region's degrees of freedom are proportional not to volume but to area (holography):

The information dimension = 2 (the area law)
$$S\le\frac{A}{4\ell_P^{2}},\qquad N_{\text{d.o.f.}}\propto A\propto r^{2}$$

A solid's worth of information (\(r^3\)) won't fit ── only the boundary's worth (\(r^2\)) fits. So the dimension measured by information is 2 (already noted in Episode 1). 't Hooft and Susskind.

06The one reading where "bigger than 3" comes out right ── extra dimensions

The numbers so far are 3, 2, 2 ── if anything, 3 or less. So where does "bigger than 3" become right? ── only inside the hypothesis that the underlying spacetime has curled-up extra dimensions.

TheorySpacetime dimensionBasis
String theory10 (9 space + 1 time)Critical dimension (cancellation of the Weyl anomaly)
M-theory11The maximal dimension for supergravity
Bosonic string26Critical dimension

The extra dimensions are curled up small (compactified) and invisible in daily life. But ── if gravity alone leaks into the extra dimensions, the inverse-square law deviates at short range. This is exactly Episode 11's "hidden dimensions are the signature of \(1/r^{2+n}\)":

Extra dimensions are hunted through the deviation from inverse-square (Episode 11)
$$V(r)=-\frac{Gm_1m_2}{r}\Big[1+\alpha\,e^{-r/\lambda}\Big],\qquad r\ll\lambda:\ \ V\propto\frac{1}{r^{\,1+n}},\ \ F\propto\frac{1}{r^{\,2+n}}$$

For large extra dimensions (ADD), \(M_{\rm Pl}^2=M_*^{\,2+n}R^n\). The torsion balance (Eöt-Wash) has tested inverse-square down to \(52\,\mu\)m and ruled out a gravitational-strength deviation for \(\lambda>38.6\,\mu\)m ── no sign so far. "Bigger than 3" is still an untested hypothesis.

07The map of all theories ── they don't converge on one

Let's line them all up. It's a difference in what the same ruler \(D=-d\ln F/d\ln n\) is applied to, and at what scale.

Theory / what's measuredFormulaDimension \(D\)Is it 3?
Container: space\(F\propto1/r^{d-1}\) (inverse-square)3Nearly 3 (container)
Contents: the cosmic web\(N(\lt r)\propto r^{D_2}\)≈1.2–2 →3Not 3 (→3 at homogenization)
Quantum-gravity UV: spectral dimension\(P(\sigma)\propto\sigma^{-d_s/2}\)4→22 in the UV
Information: holography\(S\le A/4\ell_P^2\)22 (area law)
Critical phenomena (per phenomenon)Upper critical dimension \(d_c\)4 · 6 · 2Per phenomenon
Extra dimensions (string, hypothesis)\(1/r^{2+n}\), \(M_{\rm Pl}^2{=}M_*^{2+n}R^n\)9–10Bigger than 3 (hypothesis)
Complex dimension (Episode 8)\(D=a+i\beta\)complexNon-integer

08The reveal ── "exactly 3" is just one reading

The numbers are 2, 3, 4, 6, 9, 10… ── they don't converge on one. This isn't a contradiction; it's the very conclusion of Episode 1 ── dimension is not a number the world possesses; it's a reading returned by the ruler and the scale. So "how many dimensions is the universe" has no single answer.

Don't mix them up

The 3 of the container (the spread of space), the ~2 of the contents (the galaxy web), the 2 of the UV (spacetime's deepest layer), the 2 of information (the area law), and the 9–10 of the extras (a hypothesis about the underlying layer) are separate answers to separate questions. They only share the word "dimension"; the thing being measured differs.

And the answer to your question ── "the structure of the universe is not 3" is correct (the cosmic web of the contents is fractal, about 2). "Bigger than 3" is correct only in the reading for extra dimensions (a hypothesis). They are two different questions, and neither is "exactly 3" ── on that point, your intuition is right.

The honest line

The homogenization of the cosmic web (\(D_2\to3\)) is consistent with standard cosmology (ΛCDM, the cosmological principle), and the "infinitely self-similar fractal universe" theory has been ruled out. The specific value of \(D_2\) varies with the sample and the definition (correlation dimension vs. box-counting, and the scale range) (\(\approx1.2\)–\(2.5\)). The spectral dimension \(4\to2\) is a quantity internal to the theory that several quantum-gravity methods return; it is not something measured directly in our universe. Extra dimensions are currently a hypothesis with zero sign. The rigorous version of holography is established in anti-de Sitter (a box); the de Sitter version for our universe is uncharted (noted in Episode 1).

And the biggest hole ── "why is the container-space exactly 3-dimensional?" ── is not specific to this framework but an unsolved problem of physics as a whole (Episodes 1 and 11). What this episode did is show, at cosmic scale, "there is no single number; it's decided by the ruler and the scale" ── not "we solved why it's 3." As the code goes, we plant no flag.

Practice problems (solvable with this episode's content)
  1. Do "the universe is 3-dimensional" and "the cosmic web is about 2-dimensional" contradict each other?
    See the answer
    No contradiction. The former is about the container (the spread of space, inverse-square ⟺ \(d=3\)); the latter is about the contents (the fractal dimension of the matter distribution). Different rulers. Galaxies don't fill 3-dimensional space uniformly but form a web of filaments and voids, so the "distribution's" dimension comes out smaller than 3.
  2. Why does the cosmic web's \(D_2\) approach 3 on large scales, and what does that mean?
    See the answer
    Homogenization (the cosmological principle). Beyond \(R_H\sim70\text{–}100\,h^{-1}\)Mpc the mean density looks constant, structure is smoothed out, and \(D_2\to3\). In other words, "at the scale where it becomes 3, the 'structure' is already gone." The web is visible only on scales below 3.
  3. In which theory does "the universe has more than 3 dimensions" become correct? How does it differ from the contents' dimension?
    See the answer
    The theory that the underlying spacetime has curled-up extra dimensions (string 10, M-theory 11; a hypothesis). They're hunted through the inverse-square deviation \(1/r^{2+n}\), but there's no sign so far. This is about the underlying layer of the container and is a different question from the fractal dimension of the contents (the cosmic web) (about 2, less than 3).

SummaryHow many dimensions is the universe ── the ruler and the scale decide

"How many dimensions is the universe" has no single answer (Episode 1, "dimension is a reading"). The container-space is ~3 (inverse-square). But the contents' cosmic web is not 3 ── with a fractal dimension \(D_2\approx2\), it only approaches 3 beyond the homogenization scale (\(\sim100\,h^{-1}\)Mpc). Further, the quantum-gravity UV is 2 (spectral dimension 4→2), information gives 2 (the area law), and extra dimensions give 9–10 (a hypothesis, being hunted via \(1/r^{2+n}\)).

The numbers don't converge on one (2, 3, 4, 6, 9, 10…) ── that is the conclusion. Even under the same word "dimension," the thing being measured differs, so don't mix them. "The structure of the universe is not 3" is correct as the contents' fractal, and "bigger than 3" is correct only as extra dimensions (a hypothesis). The remaining "why is space exactly 3?" we leave open ── we plant no flag.

To the contents ← Episode 13: There Was No Little Ball
This document is Episode 14 (extended) of the "The Universe Is a Computer" series. The way to measure dimension \(D=d\ln N/d\ln r\); Gauss's law (in \(d\) dimensions \(F\propto1/r^{d-1}\), inverse-square ⟺ 3-dimensional space) and the precision tests of inverse-square (the Eöt-Wash torsion balance, down to 52 µm, Lee et al. 2020); the galaxy two-point correlation function (\(\xi(r)=(r/r_0)^{-\gamma}\), \(\gamma\approx1.8\), \(r_0\approx5\,h^{-1}\)Mpc) and the cosmic web's fractal/correlation dimension (\(D_2\approx1.2\)–\(2\) on small–medium scales); the homogenization scale (\(\sim70\)–\(100\,h^{-1}\)Mpc, measured at 71–81, Scrimgeour et al. 2012, Hogg et al. 2005) and the resolution of the fractal-cosmology controversy (Pietronero); the running of the quantum-gravity spectral dimension (a quantity measured by diffusion) (\(4.02\to1.80\), CDT by Ambjørn–Jurkiewicz–Loll 2005, asymptotic safety, Hořava gravity; the Hausdorff dimension measured by volume stays about 4); the holographic boundary \(S\le A/4\) ('t Hooft, Susskind, Bekenstein); upper critical dimensions (Ising/φ⁴ = 4, percolation = 6, conformal = 2); and string theory's critical dimension (10, M-theory 11, bosonic 26) and large extra dimensions (ADD, \(1/r^{2+n}\)) are all established physics/mathematics, or explicitly stated hypotheses. The value of \(D_2\) varies with the sample, the definition, and the scale range. The spectral dimension is a quantity internal to the theory, not a direct observation; extra dimensions are currently a hypothesis with no sign; the rigorous version of holography is established in AdS while the dS version is uncharted; and "why is space 3-dimensional?" is unsolved. ── To print, use your browser's "Print" and "Save as PDF" (in the print version the slider and answers are static/hidden).

Print / make a PDF: Ctrl+P (⌘+P on Mac). On screen, changing the measuring radius with the slider shows how the cosmic web's dimension \(D_2\) runs from 2 to 3. "See the answer" opens each solution.