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Chapter 1 — Definition and Scope of the Topological Atlas Domain
One-Sentence Goal
Specify the inputs (point clouds / meshes / fields / worldlines), outputs (Atlas, PD_k, invariants, manifest.topo), and boundaries (static/dynamic, single/multi-domain, with/without metric), establishing a single coherent convention for computation and publication that downstream chapters can rely on.
I. Scope and Objects
- Input objects
- Spacetime fields: phi(x,t), Xi(x,t) (phase / vector / order-parameter grids); units and dimensions follow the source data.
- Geometric data: point clouds / triangle meshes / voxel grids points|mesh|voxel; trajectories / worldlines Gamma_i(t).
- Metadata: coeffs (homology coefficient field), manifold_spec = { M, boundary, orientable, metric? g }, and RefCond (sampling cadence / windows).
- Outputs
- Atlas: Atlas = { (U_i, chi_i, inv_i) }, transition maps chi_j ∘ chi_i^{-1} with consistency diagnostics.
- Persistent homology: PD_k = { (b_i, d_i) }, barcodes, and stability metrics.
- Invariant bundle: Q, w, Lk, Sl, β_k with associated uncertainties.
- Publication manifest: manifest.topo.
- Boundaries & assumptions
- Host space M is a 2D/3D manifold or a discrete approximation; may include boundary ∂M and/or a metric g.
- Time semantics are dual: event time vs processing time; both are persisted as tau_mono/ts (shared cross-volume convention).
- Out of scope: solving dynamical field equations and visualization (see the companion Energy Filaments white paper, Chs. 2/6).
II. Terms and Variables
- Carrier & atlas: M, U_i ⊂ M, chi_i: U_i → R^d, Atlas.
- Complexes & homology: K, F(τ), C_k, ∂_k, H_k(K; coeffs), β_k = rank H_k.
- Persistence objects: PD_k, d_B, d_W.
- Defects & invariants: Q (topological charge, dim(Q) = "[1]"), w, Lk, Sl.
- Metrology & time: ts, tau_mono, u(x), U = k * u_c, nu_eff.
- Units & dimensions: every field entering an equation declares unit(field), dim(field) and passes check_dim().
III. Axioms P901-*
- P901-1 Atlas coverage: ⋃_i U_i = M; near ∂M, charts extend into the outward normal neighborhood.
- P901-2 Transition regularity: each chi_j ∘ chi_i^{-1} meets the regularity required by downstream computation (continuous / differentiable / homeomorphic) and is orientation-consistent.
- P901-3 Explicit coefficient field: coeffs ∈ { Z, Z_p, R } is mandatory and remains fixed end-to-end.
- P901-4 Discrete–continuous coherence: construction of the discrete complex K must preserve upper/lower bounds on connectivity and fundamental-group features.
- P901-5 Separate probability from topology: statistical weights affect uncertainty propagation only; they do not alter the domains of topological operators.
- P901-6 Reproducibility: persist algo.ver, seed, windows, numerical tolerances, and cache policy.
IV. Minimal Equations S901-*
- S901-1 Atlas and transitions: Atlas = { (U_i, chi_i) }, ⋃_i U_i = M.
- S901-2 Chain complex and boundary: ∂_k ∘ ∂_{k+1} = 0, H_k = ker(∂_k) / im(∂_{k+1}).
- S901-3 Betti numbers: β_k = rank H_k(K; coeffs).
- S901-4 Persistent homology: for a filtration F(τ), PD_k = { (b_i, d_i) }, with stability d_B(PD_k(X), PD_k(Y)) ≤ ||f_X - f_Y||_∞.
- S901-5 Topological charge (example): Q = ( ∫_{S} j_topo ⋅ dA ), with declared integration domain and measure dA.
- S901-6 Data → complex: K = build_complex(data, method, params), method ∈ { rips, cech, cubical, delaunay }.
V. Metrology Workflow M90-1
- Ready: validate metadata and manifold_spec; declare coeffs; set windows / sampling and tolerances.
- Complex construction: K ← build_complex(points|mesh|voxel, method, params) and derive filtration F(τ).
- Homology / persistence: compute H_k, β_k, PD_k, and stability metrics d_B/d_W.
- Invariant estimation: from fields/trajectories, compute Q, w, Lk, Sl and produce u_c, U.
- Atlas assembly: register the Atlas and transition maps, and merge local invariants inv_i.
- Checks & contracts: execute C90-11x (coverage / consistency / stability / latency).
- Publish: generate manifest.topo, including hashes, parameters, diagnostics, and signature.
VI. Contracts & Assertions C90-11x (suggested)
- C90-1101 Coverage: measure(⋃_i U_i) / measure(M) ≥ 0.98; otherwise degrade/merge_charts.
- C90-1102 Transition consistency: max_i || D(chi_j ∘ chi_i^{-1}) - I || ≤ tol_trans (for locally Euclidean approximations).
- C90-1103 Boundary-operator check: ||∂_k ∘ ∂_{k+1}|| = 0; nonzero implies block.
- C90-1104 Persistence stability: d_B(PD_k(data), PD_k(boot)) ≤ tol_PD.
- C90-1105 Time freshness: ts_now - ts_data ≤ T_max; otherwise use cache/fallback and inflate uncertainty.
- C90-1106 Units & dimensions: all fields pass check_dim; failures block publication.
VII. Implementation Bindings I90-* (chapter-local)
- I90-11 validate_topo_inputs(meta) -> report
- I90-12 declare_domain(manifold_spec) -> M
- I90-13 build_complex(data, method, params) -> { K, F }
- I90-14 compute_topo_invariants(K, field, tracks) -> { β_k, PD_k, Q, w, Lk, Sl }
- I90-15 assemble_topology_atlas(charts, invariants) -> Atlas
- I90-16 assert_domain_contracts(objects, rules) -> report
- I90-17 emit_topo_manifest(results, policy) -> manifest.topo
Invariants: ⋃U_i = M; ∂_k ∘ ∂_{k+1} = 0; manifest.topo includes algo.ver / seed / windows / contracts.*.
VIII. Cross-References
- Complex / persistence algorithms: Chs. 7–8; atlas construction and transitions: Ch. 9.
- Invariant metrology & uncertainty: Ch. 10 and Appendix E.
- Noise & cleaning: Ch. 12; runtime & dashboards: Ch. 14; use cases: Ch. 15.
- Energy/physical semantics, cleaning, and runtime constraints: companion Energy Filaments white paper, Chs. 2/6/14.
IX. Quality & Risk Control
- SLOs: build_complex success ≥ 99%; PD_k timeout ≤ 1%; d_B_p95 held within baseline ±20%.
- Fallback ladder: live → cached → reduced_K → summary_PD, with stepwise U inflation.
- Audit: persist input hashes, coefficient field, windows, parameters, numerical tolerances, random seeds, and contract outcomes.
Summary
This chapter fixes the objects, I/O, and boundaries of the topological-atlas domain and operationalizes them via P901-* / S901-* / M90-1 / C90-11x / I90-*. Subsequent chapters elaborate computation, stitching, stability, and runtime execution against this domain definition, with all deliverables persisted under manifest.topo.*.
Copyright & License (CC BY 4.0)
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/