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Chapter 4 — Constructing Field → Topological Densities (Phase / Gradient / Jacobian)


One-Sentence Goal
Stably map raw fields phi(x,t) and their derivatives (phase, gradients, Jacobians) into local topological densities and currents q(x), j_topo(x), supplying integrable, audit-ready invariant sources for defect identification (Chapter 3) and subsequent atlas stitching.


I. Scope and Objects

  1. Inputs: gridded/meshed fields phi(x,t) (complex/phase/vector/spin); optional unit field n_hat(x); discrete carrier K (cubical/simplicial); optional metric g; sampling windows and filtering policies.
  2. Outputs:
    • Phase density & vorticity: θ(x), ∇θ, q_wind_2D(x), j_topo^θ(x).
    • Jacobian / triple-product densities: q_sk_2D(x), q_mono_3D(x).
    • Quality payloads: u(q), U, masks and quality tags.
  3. Boundaries & constraints: explicitly declare integration domains and measures—( ∮_{γ} • d l ), ( ∫_{A} • dA ), ( ∫_{V} • dV ); separate probabilistic from geometric/physical densities; persist boundary choices (closed vs relative).

II. Terms and Variables


III. Axioms P904-*


IV. Minimal Equations S904-*

  1. Phase and vorticity (2-D)
  1. Skyrmion density (2-D, n_hat: R^2 → S^2)
  1. Monopole density (3-D, n_hat: R^3 → S^2)
  1. Topological current (phase fields)
  1. Consistency and two-form discrepancy

V. Metrology Workflow M90-4

  1. Ready: confirm field type and the target density set; set ℓ_reg, choose method_fd ∈ { central, sobel, spectral }, select triangulation/tetrahedralization strategies, and define tol_topo / tol_int.
  2. Preprocess:
    • Phase unwrapping: θ ← unwrap(arg(phi)), repairing jumps and micro-holes.
    • Normalization: n_hat = phi / |phi| with |phi| ≥ τ_amp thresholding, else mask.
  3. Derivative evaluation: compute ∇θ and ∂_i n_a at scale ℓ_reg (consistent convolution / polynomial fitting / spectral differentiation).
  4. Density construction: compute q_wind_2D / q_sk_2D / q_mono_3D / j_topo per S904-*, in parallel via two equivalent routes, and record delta_form_topo.
  5. Quality & integrality checks: apply integrality gates, boundary/relative-homology corrections, and local d_B stability sampling; on failure, degrade (increase ℓ_reg, coarsen grid).
  6. Persist: export density layers, masks, u/U, form discrepancies, parameters, and diagnostics to manifest.topo.density.*.

VI. Contracts & Assertions C90-41x (suggested thresholds)


VII. Implementation Bindings I90-4*

Invariants: domain & measure are explicit; orientation is consistent; delta_form_topo ≤ tol_topo; integrality passes—or degrade per policy and inflate U.


VIII. Cross-References


IX. Quality & Risk Control


Summary
This chapter fixes computable routes from fields to topological densities/currents as P904 / S904 / M90-4 / C90-41x / I90-4*. Parallel two-form evaluation and integrality gates ensure results are auditable and integrable; subsequent chapters can directly integrate/aggregate q_* and j_topo to drive defect tracking and atlas stitching.


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Copyright: Unless otherwise noted, the copyright of “Energy Filament Theory” (text, charts, illustrations, symbols, and formulas) belongs to the author “Guanglin Tu”.
License: This work is licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0). You may copy, redistribute, excerpt, adapt, and share for commercial or non‑commercial purposes with proper attribution.
Suggested attribution: Author: “Guanglin Tu”; Work: “Energy Filament Theory”; Source: energyfilament.org; License: CC BY 4.0.

First published: 2025-11-11|Current version:v5.1
License link:https://creativecommons.org/licenses/by/4.0/