Kenoma · Standalone approximation labFixed field · 4 samples

What does your
pressure space miss?

Compare a prescribed log-volume field, its pressure-space projection, and the component that the space cannot represent.

1 · Prescribe a fixed case

Quarter steps, −1 to 1. Editing a value prescribes a new case; it does not deform a body.

2 · Refine the representation
8

Weights, field values, and energies are normalized. They are not measured pressures, reference volumes, or joules.

The same prescribed field is used at every refinement level.
Full sample energy
8
Efull = K/2 Σ wᵢ gᵢ²
Condensed energy
0.5
Econd = K/2 Σ wᵢ (Pg)ᵢ²
Unresolved energy gap
7.5
Efull − Econd = K/2 Σ wᵢ rᵢ²

The field, its projection, and the remainder

Discrete samples · one shared vertical scale · no material geometry

Prescribed field

g

Authored log-volume samples

Represented part

Pg

One weighted mean, repeated

Unresolved part

r

r = g − Pg

Actual values used in this calculation
Samplewᵢgᵢ(Pg)ᵢrᵢp*ᵢ = K(Pg)ᵢ
11−0.750.125−0.8751
230.250.1250.1251
32−0.250.125−0.3751
420.750.1250.6251

p* is the optimal mixed variable in the chosen sample space, not a measured anatomical pressure.

Full: 4 × 2 = 8
Condensed: 4 × 0.125 = 0.5
Residual: 4 × 1.875 = 7.5

Readouts round to five decimal places; the identity diagnostic uses unrounded values.

Weighted residual sum in the single group: 0.

What refinement recovers

Every row uses the same current g, weights, and K.

Pressure valuesEcondGap
1 shared0.57.5
2 groups17
4 samples80

Two groups recover the weighted pair means. Four independent sample values recover the entire prescribed field.

Energy ordering is at a fixed state. It does not establish stability or compare solutions re-equilibrated in different spaces.

The projection is explicit
(Pg)ᵢ = Σⱼ∈Gᵢ wⱼ gⱼ / Σⱼ∈Gᵢ wⱼ

Gᵢ is the selected group containing sample i. Q consists exactly of vectors constant on each group. Positive weights make each group denominator positive.

Why this is orthogonal
Σⱼ∈G wⱼ (gⱼ − (Pg)ⱼ) = 0

The unresolved part has zero weighted sum in each group. It is therefore weighted-orthogonal to every group-constant vector in Q. Ordinary unweighted averages would give a different projector.