Generator

fill-anisotropy

One function in the hfill library, called 4 times across 3 essays. Below: what it draws at its defaults, what it draws at every value an essay asks for, the 14 claims it put to the test while drawing them, and where it stands against the rule this site is named for.

At its defaults it draws what the anisotropy does to the compressibility of the fill, on the operator this site has a field about. The five-point operator's two directions stop being equally weighted, ε running from 1 down to 0.01, and the condition number of what is left on the separator rises from 13.1 to 72.5. Every method in the iterative field gets worse across this sweep: a point smoother stops seeing one direction, a coarse grid stops representing it, and the whole anisotropy anchor exists because of it. The fill goes the other way. Its rank falls 5, 5, 4, 3, 3 — a strongly anisotropic Green's function is *closer* to separable than an isotropic one, because coupling along the weak direction has almost vanished and what is left is nearly a function of one coordinate. The fill stays 100 per cent nonzero throughout, so nothing about the amount of fill is moving; only the amount of information in it.

fill-anisotropy is one function in lib/figures/hfill.js — the fill — dense, and not independent, on the separator nested dissection leaves. Everything below came out of it during this build, at arguments taken from the essays rather than invented for this page. A figure here is the figure a reader meets in an essay, and if the generator changes, this page changes with it.

At its defaults

Drawn even though every essay passes arguments — which on this site is every essay, at 100% of placements since the standard pass. A default nothing exercises is a trap for the next essay to call this with none, and this is the page where a default that has drifted from the figures around it becomes visible.

What the anisotropy does to the compressibility of the fill, on the operator this site has a field aboutThe five-point operator's two directions stop being equally weighted, ε running from 1 down to 0.01, and the condition number of what is left on the separator rises from 13.1 to 72.5. Every method in the iterative field gets worse across this sweep: a point smoother stops seeing one direction, a coarse grid stops representing it, and the whole anisotropy anchor exists because of it. The fill goes the other way. Its rank falls 5, 5, 4, 3, 3 — a strongly anisotropic Green's function is *closer* to separable than an isotropic one, because coupling along the weak direction has almost vanished and what is left is nearly a function of one coordinate. The fill stays 100 per cent nonzero throughout, so nothing about the amount of fill is moving; only the amount of information in it.-2-1002468log₁₀ of the anisotropy εcolumns above 10⁻⁸columns the fill needsharder, and more compressiblerank at ε = 15rank at ε = 0.013κ at ε = 113κ at ε = 0.0173entries nonzero1the operator got worseand the fill got cheaper

The five-point operator's two directions stop being equally weighted, ε running from 1 down to 0.01, and the condition number of what is left on the separator rises from 13.1 to 72.5. Every method in the iterative field gets worse across this sweep: a point smoother stops seeing one direction, a coarse grid stops representing it, and the whole anisotropy anchor exists because of it. The fill goes the other way. Its rank falls 5, 5, 4, 3, 3 — a strongly anisotropic Green's function is *closer* to separable than an isotropic one, because coupling along the weak direction has almost vanished and what is left is nearly a function of one coordinate. The fill stays 100 per cent nonzero throughout, so nothing about the amount of fill is moving; only the amount of information in it.

k: 15

The arguments are the ones The fill that is not independent passes. A value drawn at the generator's defaults instead would be a picture no essay asked for and no assertion has been run against.

What the anisotropy does to the compressibility of the fill, on the operator this site has a field aboutThe five-point operator's two directions stop being equally weighted, ε running from 1 down to 0.01, and the condition number of what is left on the separator rises from 13.1 to 72.5. Every method in the iterative field gets worse across this sweep: a point smoother stops seeing one direction, a coarse grid stops representing it, and the whole anisotropy anchor exists because of it. The fill goes the other way. Its rank falls 5, 5, 4, 3, 3 — a strongly anisotropic Green's function is *closer* to separable than an isotropic one, because coupling along the weak direction has almost vanished and what is left is nearly a function of one coordinate. The fill stays 100 per cent nonzero throughout, so nothing about the amount of fill is moving; only the amount of information in it.-2-1002468log₁₀ of the anisotropy εcolumns above 10⁻⁸columns the fill needsharder, and more compressiblerank at ε = 15rank at ε = 0.013κ at ε = 113κ at ε = 0.0173entries nonzero1the operator got worseand the fill got cheaper

The five-point operator's two directions stop being equally weighted, ε running from 1 down to 0.01, and the condition number of what is left on the separator rises from 13.1 to 72.5. Every method in the iterative field gets worse across this sweep: a point smoother stops seeing one direction, a coarse grid stops representing it, and the whole anisotropy anchor exists because of it. The fill goes the other way. Its rank falls 5, 5, 4, 3, 3 — a strongly anisotropic Green's function is *closer* to separable than an isotropic one, because coupling along the weak direction has almost vanished and what is left is nearly a function of one coordinate. The fill stays 100 per cent nonzero throughout, so nothing about the amount of fill is moving; only the amount of information in it.

k: 11

The arguments are the ones The fill that is not independent passes. A value drawn at the generator's defaults instead would be a picture no essay asked for and no assertion has been run against.

What the anisotropy does to the compressibility of the fill, on the operator this site has a field aboutThe five-point operator's two directions stop being equally weighted, ε running from 1 down to 0.01, and the condition number of what is left on the separator rises from 9.7 to 46.0. Every method in the iterative field gets worse across this sweep: a point smoother stops seeing one direction, a coarse grid stops representing it, and the whole anisotropy anchor exists because of it. The fill goes the other way. Its rank falls 4, 4, 4, 3, 3 — a strongly anisotropic Green's function is *closer* to separable than an isotropic one, because coupling along the weak direction has almost vanished and what is left is nearly a function of one coordinate. The fill stays 100 per cent nonzero throughout, so nothing about the amount of fill is moving; only the amount of information in it.-2-1001234567log₁₀ of the anisotropy εcolumns above 10⁻⁸columns the fill needsharder, and more compressiblerank at ε = 14rank at ε = 0.013κ at ε = 19.7κ at ε = 0.0146entries nonzero1the operator got worseand the fill got cheaper

The five-point operator's two directions stop being equally weighted, ε running from 1 down to 0.01, and the condition number of what is left on the separator rises from 9.7 to 46.0. Every method in the iterative field gets worse across this sweep: a point smoother stops seeing one direction, a coarse grid stops representing it, and the whole anisotropy anchor exists because of it. The fill goes the other way. Its rank falls 4, 4, 4, 3, 3 — a strongly anisotropic Green's function is *closer* to separable than an isotropic one, because coupling along the weak direction has almost vanished and what is left is nearly a function of one coordinate. The fill stays 100 per cent nonzero throughout, so nothing about the amount of fill is moving; only the amount of information in it.

What it checked while drawing

Every figure above asserted its own claims on the way to being drawn, and a claim that failed would have failed the build rather than drawn a wrong picture. Those assertions used to leave no trace at all: a passing one returned true and the only evidence the figure had checked anything was that nothing crashed. The list below is what they actually said, collected by running this generator with an observer installed — not a description of what it is believed to check.

14 distinct claims across 3 sets of arguments, grouped below by shape — because most of them are one sentence with a different number in it, and how many separate times that sentence was put to the test is the informative part.

while the fill stays total at ε = 1 — asserted 5 times

a grid the two dense half-factorisations are affordable at — the left half is a 105-square and its elimination is cubic in that — asserted 2 times

a grid the five eliminations are affordable at

an odd grid, so the separator is a column and the two halves are equal

an operator this file defines

and the fill gets more compressible, not less, which is the direction nobody would guess

LU is for square matrices

matmul shapes agree

the operator gets harder across the sweep

Against the rule

It draws a decomposition and prints its residual. It calls anisotropySweep, and every figure above carries the badge — which residualcheck verifies by looking for it in the emitted SVG rather than by finding the call that builds one. A badge that is constructed and then left out of the body is the failure that check exists for.

Across the library: the rule bites on 141 of 264 generators — 126 print a residual and 15 are exempt with a published reason; 123 factorise nothing. Read from lib/residual-rule.js, which is the same body the gate enforces from, and the gate's last check fails the build if this page and it disagree about any generator.

Where it is called

Changing this generator changes every figure on this list. That is what makes the list worth publishing rather than keeping in a check script.

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