Data and model exports

01Available data

Available downloads include formula-generated LVE tables, directional-clock geometry results, experimental comparison baselines and empty input templates. Each answers a specific calculation question; they cannot be combined as one observational dataset. Scripts, run commands and environments are listed in the computation catalog.

The LVE demonstration script generates CSV values from $\gamma=(1-\beta^2)^{-1/2}$ and the force ratio for the specified equal-speed parallel configuration. Running python ASD_LVE_demo.py --beta 0.6 --csv lve-model.csv always writes 96 model rows from $\beta=0.00$ to $0.95$; --beta controls the single terminal point. The LVE interactive export likewise uses published relations, without original measurements or experimental-error columns. The force quantity is defined on the magnetic-force page.

The clock pilot distributes its script, apparatus record and frozen results under tasks/ in ASD_AI_Research_Pack.zip. Its output records ranks and symmetry checks for a 96-sample design matrix; asd_frequency_amplitude is null and observations_used is false. This is an intermediate calculation for an assumed geometric template, not a frequency time series or experimental validation.

02Comparison-model inputs and outputs

After extracting ASD_Experimental_Reproducibility_Kit.zip, run python run.py --output results for the following three sets of outputs, and python verify.py for file hashes, frozen values and limits. The bundled equations.md records equations, reference constants and missing ASD mappings; environment.json describes the environment. All example inputs are bundled, with no network data retrieval.

Clock geometry evaluates the projection of a user-selected background axis using $Q=(\mathbf n\cdot\mathbf b)^2-1/3$. Defaults are latitude $40^\circ$, horizontal-axis azimuth $0^\circ$, declination $30^\circ$, and right ascension and starting phase $0^\circ$. clock_geometry.csv has 97 half-hour samples from 0 to 48 hours. Phase uses a nominal sidereal day, not precise UTC/UT1 conversion; this is a different window from the 96-sample two-clock rank analysis above. Combining four illustrative independent $10^{-18}$ inputs gives $2\times10^{-18}$ in summary.json; it is only an uncertainty-combination example, not a harmonic-fit error or required instrument precision.

Muon calculations use the standard reference relations $P=\exp[-L/(\beta\gamma c\tau_\mu)]$, $L=h/\cos\theta$ and $N=N_0\epsilon P$, assuming a flat atmosphere and constant energy without energy loss or scattering; zenith is restricted to $0^\circ$–$75^\circ$. Defaults are kinetic energy 3 GeV, height 15 km, zenith $0^\circ$, efficiency 0.8 and initial cohort 1000, giving $P=0.4605851746$ and $N=368.4681397$. The three bins in input/muon_bins_synthetic.csv are synthetic pre-decay cohorts; the example sum in muon_bins.csv is 216.2416691. It includes no measured production spectrum, ground flux or energy migration. ASD path relations have not independently established a decay hazard; see the muon requirements.

High-γ charge calculations use the standard normalized transverse field of a uniformly moving point charge, $E(t)/E(0)=[1+(\gamma\beta ct/b)^2]^{-3/2}$. Defaults are electron kinetic energy 35 MeV and impact parameter $b=2$ mm, with 601 samples over −6 to 6 ps in 0.02 ps steps. charge_response.csv also contains an assumed readout obtained by convolution with a unit-area Gaussian of $\sigma=0.2$ ps: the kernel is truncated at $\pm5\sigma$ and renormalized, the field is zero outside the window, and the filtered peak is not renormalized to 1. The ideal peak is 1 and the assumed filtered peak is 0.3338975146. Precision use still requires window, step and kernel-truncation convergence checks. No bunch, conductor boundary, crystal dispersion, phase matching, laser or gain calibration is included, so this does not reproduce Ota data. The actual source/probe problem is recorded in the high-γ case study.

asd_output, predicted_difference and fit in results/summary.json are all null. JSON, CSV and diagnostic figures in expected/ are reproducibility benchmarks; their model/synthetic identity must be preserved rather than relabelled ASD observations.

03Experimental data availability

These downloads currently contain no real observational-comparison project. Original S301 records, moving-charge/electro-optic measurements, precision-clock time series, apparatus covariance and calibration files are not included; the website reports no new fits made from them. A public literature reference does not mean raw data have been imported here.

schemas/s301.csv contains headers only. Object identity, epochs, time scales, coordinate conventions and covariance still need verification. There is no orbital solver or fit output, and the registered data gate remains. Ota raw data and code are also absent from these packages; a standard point-charge curve and assumed Gaussian response cannot replace its actual measurements. Source and reuse conditions, apparatus models and analysis protocols must be checked after materials are obtained, before a real comparison can begin.

04A reproducible data package

schemas/clock.csv, muon.csv, high_gamma.csv and s301.csv in the kit are four header-only templates, with units and field definitions in schemas/README.md. They contain no data rows. Missing physical inputs must remain missing rather than be filled with zero. Each real dataset needs a separate provenance.json recording URL/DOI, author or institution, acquisition date, license, original-file SHA-256, processing-code version, selection rules, units and missing-value conventions. data_kind distinguishes OBSERVED, PROCESSED, MODEL and SYNTHETIC.

Also document reference frame, time scale, zero points, calibration/test split, statistical/systematic errors and covariance indexing. Clock ratios retain correlations of reference-clock, link and servo corrections. Muon data specify kinetic/total energy, whether acceptance already includes efficiency, and migration matrices, avoiding duplicated efficiency factors. High-γ data separate raw/reconstructed signals, transfer functions, gain and bunch inputs. S301 data state whether RA offsets include $\cos\delta$, the origin and radial-velocity applicability. Processed data require runnable transformation steps; review and contribution use the existing reproducibility standard. Filling a table does not itself complete theory or data verification.