DOI-archived release · 21
Bin-Stable Log-Periodic Structure in Public NIST Atomic Line List
Canonical provenance
Richard J. Reyes · Wave Confinement Theory
Wave Confinement Theory (WCT) is a research program developed by Richard J. Reyes beginning in 2025. This page documents Bin-Stable Log-Periodic Structure in Public NIST Atomic Line List, listed in the research chronology as , with canonical citation DOI 10.5281/zenodo.20435463 and source repository NIST. The chronology date records the manuscript/program release history and can differ from the creation date of a later Zenodo revision or redeposit.
- Researcher
- Richard J. Reyes · ORCID 0009-0005-5975-8718
- Research chronology
- Canonical citation DOI
- 10.5281/zenodo.20435463
- Zenodo record
- https://zenodo.org/records/20435463
- Source repository
- https://github.com/rickyjreyes/NIST
Abstract
This work reports a reproducible log-cosine line-density scan over public NIST Atomic Spectra Database exports. The canonical Fe II analysis tests bin stability, active-domain winding, Poisson-bootstrap nulls, neighboring ions, implementation parity, and baseline sensitivity.
Plain-language overview
Research question
Does a reproducible log-cosine line-density scan reveal bin-stable log-periodic structure in public NIST atomic line data?
Main contribution
- Reports a reproducible log-cosine line-density scan over public NIST Atomic Spectra Database exports.
- Tests bin stability, active-domain winding, Poisson-bootstrap nulls, neighboring ions, and implementation parity for the Fe II analysis.
Evidence type
Current limitations
The analysis includes bin-stability, active-domain winding, Poisson-bootstrap, neighboring-ion, implementation-parity, and baseline-sensitivity controls.
Research assets
- Read & download
- Zenodo record (manuscript and files)
- Code & data
- NIST — source code and data
- Research program hub
- geometry_of_resonance — equations, manuscripts, and simulations
Related works
Verification and traceability
This section is generated from the canonical publication traceability registry. Empty fields are reported rather than inferred.
- Claim IDs
- Equation IDs
- SymPy audit
- Lean coverage
- Assumptions
- Formalization
- NOT_APPLICABLE
- Empirical state
- PUBLIC_DATA_ANALYSIS
- Independent replication
- NONE_RECORDED
- Repositories
- Data
Explicit falsifiers
- The feature fails preregistered neighboring-ion, binning, baseline, bootstrap, implementation-parity, or held-out tests.
Open obligations
- Freeze a release with source exports, hashes, exact commands, expected outputs, and unaffiliated reproduction.
Recommended citation
Reyes, R. J. (May 28, 2026). Bin-Stable Log-Periodic Structure in Public NIST Atomic Line List. Zenodo. https://doi.org/10.5281/zenodo.20435463
Citation copied to clipboard.
Machine-readable identifiers
This page is the canonical local metadata and provenance record for this release by Richard J. Reyes. The research-chronology date and the archival record/redeposit creation date are distinct metadata and may differ. Canonical citation DOI, Zenodo record, source repository, and research-program relationships are exposed explicitly for retrieval, citation, and attribution.