HomeAppendix-Prediction and Falsification

This chapter follows the publication template for the falsification program. It uses plain language, avoids equations, and preserves the fixed structure. Under unified time/frequency standards and end-to-end link calibration, we target ultra-long fiber links—intercontinental/subsea/national backbones (metro–provincial–cross-border DWDM/OTN and subsea dark/business channels). After multi-wavelength (WDM), bi-directional (round-trip/counter-propagating), and multi-link-type de-dispersion and alignment, we test for a frequency-independent, direction-independent, time-window-stable common delay, and probe its monotonic or threshold-like association with crustal tensors proxied by GNSS strain-rate/stress, InSAR deformation, borehole strainmeters, solid-Earth tides and loading. If common delays trace temperature/load/device states/dispersion slope/queueing timestamps—or fail cross-operator/link/team replication—the claim is disfavored.


I. One-Sentence Goal

Determine whether ultra-long fiber networks exhibit a non-dispersive common delay that co-occurs at zero lag across wavelengths/directions/link types and tracks crustal-tensor strength, rather than standard link physics.


II. What to Measure


III. How to Do It

  1. Networks and facilities:
    • Link types: metro rings; national/continental DWDM/OTN; subsea dark channels (with controllable optical power) and service-carrying channels; spares/bypasses.
    • Transfer modes: two-way time/frequency transfer, phase-stabilized optical-frequency transfer, White Rabbit/hardware timestamp links, round-trip ranging-style delay monitors.
    • Auxiliary observations: continuous GNSS (strain-rate/3-D displacement), InSAR time series, borehole/rock strain, strong-motion/broadband seismometers, Distributed Temperature Sensing (DTS)/pipeline temperature, barometry/tide/ground deformation, and EDFA/ROADM/mux–demux state logs.
  2. Unified calibration and de-systematics:
    • Link end: publish bandpass kernels, band-edge hold-outs, round-trip asymmetry, EDFA gain/saturation, dispersion slope, polarization-mode dispersion (PMD), protection transients; standardize to a common kernel and window function.
    • Timescale: a single external atomic time/1PPS with cross-site closures; keep an independent reference return path to monitor timescale drift/queue jitter.
    • Thermo-mechanical fields: enable DTS/tilt/vibration where possible; regress temperature→delay / mechanical→delay, and publish residual caps.
  3. Sequence construction and comparison:
    • Co-window/co-segment grid: per segment × wavelength × direction × window, tabulate common-delay and zero-lag indices (text grades) and attach environment-strength quantiles.
    • Differencing/orthogonality tests: build contrasts for temperature/power/traffic/device-switching and require the common delay to be nearly orthogonal.
    • Spatial stitching: along overlapping/disjoint routes, test spatial continuity and break responses of the common delay.
  4. Forward prediction, blinding, arbitration:
    • Environment-forward team: using only GNSS/InSAR/strainmeter/tide & load inputs and corridor masks, issue prediction cards (direction/strength of common term; non-dispersion; zero-lag significance; threshold-like behavior).
    • Measurement teams (independent pipelines): run ≥ 2 cleaning paths (time-domain first / phase-domain first) and two alignment strategies without sharing residuals.
    • Arbitration: align predictions and summaries; score hit / wrong / null by link type / corridor / season / method family.
  5. Cross-consistency:
    • Reuse non-dispersion/zero-lag/environment stratification from Chapter 35 (global clock scale co-drift).
    • Align link de-systematics and common-kernel methods with Chapter 24 (absolute cross-environment light-speed comparison).
    • Cross-check with regional seismic/deformation centers for event–corridor validation.

IV. Positive/Negative Controls and Artifact Removal

  1. Positive controls (support “zero-dispersion common delay ↔ crustal tensors”):
    • Across multi-wavelength, bi-directional, multi-link settings, common delay shows same-sign, stable behavior with zero-lag after alignment.
    • Non-dispersion holds: no λ / band-edge / dispersion-slope flips/scalings; weak dependence on traffic power/management.
    • Monotonic/threshold association with tensor proxies; strong on co-linear corridors, weakened/absent on disjoint routes.
    • Prediction-card hit rates above chance and replication across operators/teams/facilities.
  2. Negative controls (against the association):
    • Common terms follow λ / band-edge / PMD / EDFA dynamics / power / temperature laws.
    • Significance confined to one wavelength/direction/path, or fragile to kernel/alignment/window choices.
    • Label swaps/route shuffles/time reversals/parameter randomization still yield “detections.”
    • Round-trip cancellation/reference return reproduces or erases the signal, or Sagnac/diurnal alone suffices.

V. Systematics and Safeguards (Three Items)


VI. Execution and Transparency

Pre-register corridor/segment/wavelength lists, unified calibration/de-systematics workflows, criteria for common delay / non-dispersion / zero-lag, environment variables and bins, positive/negative controls, exclusions, and arbitration scoring. Define held-out units for seacable vs terrestrial contrasts, fault crossings, urban ducts, and event windows. Enable cross-team/operator replication by sharing counter/phase raw data, DTS & power/equipment logs, and scripts; run down-sampling/noise/kernel-variant/alignment-perturbation tests. Publicly release prediction cards, segment-level common-delay tables, zero-lag/non-dispersion summaries, DTS/EDFA/route logs, and key intermediates, plus text-based corridor–environment overlays.


VII. Pass/Fail Criteria

  1. Support (passes):
    • In ≥ 2 independent pipelines, ≥ 2 link classes (land and subsea), ≥ 2 operators, observe zero-lag, non-dispersive common delays that show monotonic/threshold association with tensor proxies.
    • Robust to wavelength/direction/kernel/alignment/event masking, and replicates in held-out units.
    • Prediction-card hits exceed chance.
  2. Refutation (fails):
    • Results follow dispersion/link laws or are dominated by temperature/equipment/traffic; replication fails across links/teams.
    • High parameter fragility or disappearance in held-out units.
    • Arbitration hits near chance, indistinguishable from calibration/method artifacts.

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/