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Chapter 2 — Terms, Symbols & Units (Minimal Uncertainty Set)
I. Variables & Symbols (minimal set)
Wrap all inline symbols in backticks; for any path-dependent quantity explicitly declare gamma(ell) and the measure d ell.
- T_arr: arrival time; unit s; path quantity—must co-appear with gamma(ell), d ell, n_eff, c_ref, and record delta_form.
- Phi: accumulated phase; unit rad; paired with lambda_ref.
- n_eff(ell): effective refractive index along path; dimensionless.
- gamma(ell): parametrized propagation path; unit m.
- d ell: path measure element; unit m.
- ε_flux: paraxial conservation error; dimensionless.
- ΔM: mass-conservation deviation; unit follows ρ.
- Q_res: robust residual metric; dimensionless.
- r_phi: correlation between Phi_ref and Phi_obs; dimensionless.
- Δell: maximum path discretization step; unit m.
II. Statistical & Uncertainty Notation (minimal UQ set)
- u(x): standard uncertainty.
- u_c: combined standard uncertainty.
- U = k · u_c: expanded uncertainty; k is the coverage factor.
- E[x], Var[x], Cov(x,y): expectation, variance, and covariance.
- ρ: correlation coefficient (or corr(x,y)).
- L_c: correlation length (path/time/frequency).
- B: number of MC/bootstrap draws.
- Interval types: confidence / credible / quantile (state the type and confidence/coverage level in text).
III. Constants & Reference Quantities
- c_ref: reference propagation limit; unit m/s.
- lambda_ref (λ_ref): reference wavelength; unit m.
- k_ref = 2π / λ_ref: reference wavenumber; unit 1/m.
IV. Units & Dimensions
- Base units: m, s, rad, 1.
- Arrival-time dimensional check:
T_arr = ( ∫ ( n_eff / c_ref ) d ell ) ⇒ [1]/[m·s^-1]·[m] = [s]. - Phase dimensional check:
Phi = ( 2π / λ_ref ) ( ∫ n_eff d ell ) ⇒ [1/m]·[m] = [rad]. - Reporting: results and intervals must carry units; exports include check_dim_report.json, requiring p_dim = 1.0.
V. Mandatory Conventions (writing & conflict names)
- Parentheses & precedence: any expression with division/integrals/composite operators must use parentheses; use ln(·), log10(·), exp(·) for logs/exp.
- Explicit path: whenever T_arr/Phi appear, the text must also show gamma(ell) and d ell, and data/metadata must record delta_form ∈ {general, factored}.
- Forbidden bare symbols: c, T, n; use c_ref, explicit quantity names (e.g., T_arr), and n_eff (or n with explicit unit).
- Conflict names: T_fil (tension) ≠ T_trans (transmittance); n (number density) ≠ n_eff (effective refractive index); do not mix.
- Language: formulas, symbols, and definitions must not use Chinese (use international notation for variables/operators/units/dimensions).
VI. Normative Formulae (paste-ready)
- Arrival time (two equivalent forms):
T_arr = ( 1 / c_ref ) * ( ∫ n_eff d ell )
T_arr = ( ∫ ( n_eff / c_ref ) d ell ) - Phase accumulation:
Phi = ( 2π / λ_ref ) * ( ∫ n_eff d ell ) - Combined standard uncertainty (uncorrelated terms):
u_c = √( ∑ u_i^2 ); with correlations: u_c^2 = ∑ u_i^2 + 2∑_{i<j} ρ_{ij} u_i u_j. - Expanded uncertainty: U = k · u_c (default k = 2, ≈95% coverage).
VII. Machine-Readable Registry (YAML, minimal snippet)
version: "1.0.0"
symbols:
- name: T_arr
kind: variable
unit: s
desc: arrival time
requires: { path: "gamma(ell)", measure: "d ell", delta_form: "general|factored" }
- name: Phi
kind: variable
unit: rad
desc: accumulated phase
requires: { lambda_ref: m, path: "gamma(ell)", measure: "d ell" }
- name: n_eff
kind: variable
unit: "1"
desc: effective refractive index along path
- name: c_ref
kind: constant
unit: m/s
desc: reference propagation limit
- name: lambda_ref
kind: constant
unit: m
desc: reference wavelength
- name: u_c
kind: derived
unit: "<unit of target>"
desc: combined standard uncertainty
- name: U
kind: derived
unit: "<unit of target>"
desc: expanded uncertainty; U = k * u_c
meta: { k: 2 }
VIII. Publishing Consistency (results page & data side)
- Text and data see[]/references[] use “volume + version + anchor (P/S/M/I)”, with anchor coverage ≥ 90%.
- Path expressions explicitly show gamma(ell) and d ell, with delta_form recorded; len(path) ≥ 2; Δell meets sampling constraints.
- On the results page, list metrics with units and intervals: T_arr (s), Phi (rad), ε_flux (1), Q_res (1), r_phi (1), etc.
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/