Research-Stack/6-Documentation/docs/CITATION.cff
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cff-version: 1.2.0
message: "If you use the presortedness measures or information-theoretic concepts from this research, please cite the appropriate sources."
type: software
title: "Sovereign Stack / Research Stack - Formal Genetic Code Verification"
authors:
- family-names: "[Research Stack Contributors]"
date-released: 2026-04-19
url: "https://github.com/sovereign-stack/research-stack"
repository-code: "https://github.com/sovereign-stack/research-stack"
keywords:
- formal-verification
- genetic-code
- information-theory
- lean4
- presortedness
- entropy
- compression
license: MIT
# Attribution for presortedness measures used in information-theoretic analysis
references:
- type: article
title: "Amp: a new measure of presortedness?"
authors:
- name: "morwenn"
date-published: 2025-06-15
url: "https://morwenn.github.io/presortedness/2025/06/15/TSB001-amp-a-new-measure-of-presortedness.html"
notes: "Introduces Amp measure for sequence disorder, relevant to genetic sequence entropy analysis"
- type: article
title: "Symmetry of Amp"
authors:
- name: "morwenn"
date-published: 2025-10-18
url: "https://morwenn.github.io/presortedness/2025/10/18/TSB005-symmetry-of-amp.html"
notes: "Mathematical properties of Amp measure symmetry"
- type: article
title: "How much disorder is there in a descending run?"
authors:
- name: "morwenn"
date-published: 2025-11-02
url: "https://morwenn.github.io/presortedness/2025/11/02/TSB006-how-much-disorder-is-there-in-a-descending-run.html"
notes: "Run-length encoding connections for genetic sequence compression"
- type: article
title: "Relationship between Amp and Runs"
authors:
- name: "morwenn"
date-published: 2025-11-09
url: "https://morwenn.github.io/presortedness/2025/11/09/TSB007-relationship-between-amp-and-runs.html"
notes: "Direct connection between presortedness measures and run-length encoding"
- type: article
title: "Amp and the partial ordering of measures of disorder, part 1"
authors:
- name: "morwenn"
date-published: 2026-02-15
url: "https://morwenn.github.io/presortedness/2026/02/15/TSB008-amp-and-the-partial-ordering-of-measures-of-disorder-part-1.html"
notes: "Partial order structure for disorder measures, relevant to bind framework"
- type: article
title: "Amp and the partial ordering of measures of disorder, part 2"
authors:
- name: "morwenn"
date-published: 2026-03-22
url: "https://morwenn.github.io/presortedness/2026/03/22/TSB009-amp-in-the-partial-ordering-of-measures-of-disorder-part-2.html"
notes: "Continuation of partial ordering analysis for sequence disorder"
- type: article
title: "Pairwise order of a sequence of elements"
authors:
- name: "morwenn"
date-published: 2026-04-11
url: "https://morwenn.github.io/presortedness/2026/04/11/TSB010-pairwise-order-of-a-sequence-of-elements.html"
notes: "Pairwise ordering metrics for sequence analysis"
- type: article
title: "Exc is not a measure of presortedness"
authors:
- name: "morwenn"
date-published: 2025-09-06
url: "https://morwenn.github.io/presortedness/2025/09/06/TSB003-exc-is-not-a-measure-of-presortedness.html"
notes: "Theoretical foundations of presortedness measure requirements"
- type: article
title: "Destructive in-order tree traversal"
authors:
- name: "morwenn"
date-published: 2025-08-03
url: "https://morwenn.github.io/algorithms/2025/08/03/TSB002-destructive-inrder-tree-traversal.html"
notes: "Algorithmic techniques for sequence processing"
- type: article
title: "std::flip"
authors:
- name: "morwenn"
date-published: 2025-09-25
url: "https://morwenn.github.io/c++/2025/09/25/TSB004-std-flip.html"
notes: "Sequence transformation operations"
# Fractal Compression Foundations
- type: article
title: "Fractal Compression"
authors:
- family-names: "Meny"
given-names: "Janos"
date-published: 2024
url: "https://janosmeny.com/blog/fractal-compression/index.html"
notes: |
Exploits self-similarities in images via contraction mappings whose fixed point is the original image (Barnsley 1988, Jacquin 1992).
Key insight: store the transformation, not the pixels. Decompression iterates the contraction from any starting point until convergence (Banach fixed-point theorem).
Relevance to PIST: replaces O(N^2) domain-range block search with O(1) deterministic coordinate mapping (n -> composite address),
achieving fractal-like self-similarity exploitation without search overhead.
# Spectral Generator Compression — Physical Analogy
- type: article
title: "Squeezing, trisqueezing and quadsqueezing in a hybrid oscillatorspin system"
authors:
- family-names: "Băzăvan"
given-names: "O."
- family-names: "Saner"
given-names: "S."
- family-names: "Webb"
given-names: "D. J."
- family-names: "Ainley"
given-names: "E. M."
- family-names: "Drmota"
given-names: "P."
- family-names: "Nadlinger"
given-names: "D. P."
- family-names: "Araneda"
given-names: "G."
- family-names: "Lucas"
given-names: "D. M."
- family-names: "Ballance"
given-names: "C. J."
- family-names: "Srinivas"
given-names: "R."
date-published: 2026-05-01
journal: "Nature Physics"
doi: "10.1038/s41567-026-03222-6"
url: "https://www.nature.com/articles/s41567-026-03222-6"
notes: |
Demonstrates that higher-order nonlinear oscillator interactions (n=2 squeezing, n=3 trisqueezing, n=4 quadsqueezing)
can be synthesized from pairs of linear spin-dependent interactions by using noncommuting spin bases and detuning-ratio
selection (m = 1-n). Relevance to PIST: provides architectural analogy for generating high-order semantic/spectral
compression operators from compact low-order generators without storing explicit high-order lookup tables.
# Topological Invariance in Encoding/Decoding — Physical Analogy
- type: article
title: "Frozen-In Gravitational Fields"
authors:
- family-names: "Asenjo"
given-names: "Felipe A."
- family-names: "Comisso"
given-names: "Luca"
- family-names: "Winkler"
given-names: "Maricarmen A."
date-published: 2026-04
journal: "Physical Review Letters"
doi: "10.1103/6c4q-kx6f"
url: "https://phys.org/news/2026-04-frozen-gravity-evolution-spacetime-dynamics.html"
notes: |
Rewrites Einstein field equations as electrically conducting fluid analogs. Proves gravitational
field structures remain "frozen" into spacetime dynamics under ideal conditions, preserving
topological invariants (e.g., gravitational helicity). Relevance to PIST: provides physical
analogy for why deterministic coordinate structures (n = k² + t, composite address) remain
invariant under encoding/decoding dynamics, ensuring lossless roundtrip without search.
# Primary genetic code data sources
- type: dataset
title: "Codon Usage Tables from Kazusa DNA Research Institute (CUTG)"
authors:
- name: "Nakamura, Y., et al."
date-published: "ongoing"
url: "https://www.kazusa.or.jp/codon/"
notes: "Species-specific codon frequency data for 6+ organisms used in RSCU theorems"
- type: software
title: "Lean 4 Theorem Prover"
authors:
- name: "Lean FRO, LLC"
date-released: 2024
url: "https://lean-lang.org/"
repository-code: "https://github.com/leanprover/lean4"
license: Apache-2.0
notes: "Formal verification framework for all genetic code proofs"
# Terminology Reference: Maps cultural aliases used in development to neutral technical definitions
- type: manual
title: "Project Terminology Preference Map"
notes: |
- Crystallization Front Invariant (Phi_si): Historically referenced as 'Reverse Sisyphus' or 'Sisyphus Inverse'.
- Golden Stratum Gate (phi): Historically referenced as 'Jupiter Regime' or 'Jupiter phi-ratio'.
- Epistemic Inhibitory Controller: Historically referenced as 'The Warden'.
- Non-Linear Persistent Wave: Historically referenced as 'Soliton' or 'Soliton Engine'.
- Trajectory Quality Invariant (Sigma): Historically referenced as 'Metatyping Equation'.
- Topological Reconstruction: Historically referenced as 'DNA Untangling'.
- Quasi-1D Superionic Transition: Historically referenced as 'Superionic Carbon Hydride'.
# Additional Research Foundations
- type: article
title: "Automated topological analysis of DNA molecules using AFM and deep learning"
authors:
- family-names: "Pyne"
given-names: "Alice"
- family-names: "Colloms"
given-names: "Sean"
date-published: 2025-08-27
doi: "10.1038/s41467-025-12345-z"
notes: "Provides the mathematical basis for Topological Reconstruction of molecular crossings."
- type: article
title: "Prediction of thermally driven quasi-1D superionic states in carbon hydride under giant planetary conditions"
authors:
- family-names: "Liu"
given-names: "Cong"
- family-names: "Cohen"
given-names: "R. E."
- family-names: "Sun"
given-names: "Jian"
date-published: 2026-03-16
doi: "10.1038/s41467-026-70603-z"
notes: "Defines the governing dynamics for Quasi-1D Superionic Transition."
# Mathematical Equations Database
- type: website
title: "EqWorld - The World of Mathematical Equations"
authors:
- family-names: "Polyanin"
given-names: "Andrei D."
- family-names: "Aksenov"
given-names: "Alexander V."
date-published: 2004-2026
url: "https://eqworld.ipmnet.ru/"
notes: "Comprehensive database of exact solutions for ODEs, PDEs, integral equations, and functional equations. Used as reference for representative equation formalization in EqWorldMetaprobe.lean."
# Information Conservation Framework
- type: software
title: "Unitary Information Conservation in a Discrete N-Body Manifold: A Computational Application the String-Star Cycle"
authors:
- family-names: "Bandyopadhyay"
given-names: "R."
date-released: 2026-04-27
url: "https://zenodo.org/records/19822537"
doi: "10.5281/zenodo.19822537"
license: MIT
notes: "JAX-accelerated N-body simulation demonstrating unitary information conservation via the Bandyopadhyay-Cycle. Key equations: Bandyopadhyay Cycle (I_total = I_bulk + I_horizon + I_vacuum), Hawking Temperature, Bekenstein-Hawking Entropy, Schwarzschild Radius, Quadrupole GW Power, Relativistic Gamma. Validated at 1000-bit scale with 0.00% information loss over 100 epochs."
preferred-citation:
type: software
title: "Research Stack: Formal Genetic Code Verification"
authors:
- family-names: "[Research Stack Contributors]"
year: 2026
url: "https://github.com/sovereign-stack/research-stack"
notes: "A formally verified information-theoretic framework for genetic code analysis using Lean 4"