cff-version: "1.2.0"
message: "If you use this software, please cite it as below."
type: software
title: "SilverSight: Deterministic Equation Search via Fisher Geometry"
authors:
  - family-names: "Allaun"
    given-names: ""
repository-code: "https://github.com/allaunthefox/SilverSight"
license: MIT
references:
  - type: article
    authors:
      - family-names: "Giani"
        given-names: "A."
      - family-names: "Win"
        given-names: "S."
      - family-names: "Conti"
        given-names: "C."
    title: "Photon-Varied Gaussian States"
    year: 2025
    journal: "arXiv:2505.XXXXX"
  - type: article
    authors:
      - family-names: "Chabaud"
        given-names: "U."
      - family-names: "Mehraban"
        given-names: "S."
    title: "Holomorphic representation of quantum states"
    year: 2022
  - type: article
    authors:
      - family-names: "Pizzimenti"
        given-names: "C."
      - family-names: "et al."
    title: "Wigner negativity of superpositions"
    year: 2024
  - type: article
    authors:
      - family-names: "Wassner"
        given-names: "M."
      - family-names: "et al."
    title: "Single quadrature noise tomography"
    year: 2025
  - type: software
    authors:
      - family-names: "TROSE9025"
    title: "From Spherical Gradients to Dirac Kets: The Hidden Linear Algebra of the Laplacian"
    year: 2026
    url: "https://www.reddit.com/r/LinearAlgebra/comments/1ucglpd/"
    notes: "Reddit post connecting spherical Laplacian to angular momentum operators and Dirac kets. Key insight for SilverSight: Fisher simplex maps to S^7 under sqrt(p) transform, giving spherical harmonics Y_l^m as the natural spectral basis for program state embedding."
  - type: book
    authors:
      - family-names: "Amari"
        given-names: "S."
    title: "Information Geometry and Its Applications"
    year: 2016
    publisher: "Springer"
  - type: book
    authors:
      - family-names: "Vilenkin"
        given-names: "N.J."
      - family-names: "Klimyk"
        given-names: "A.U."
    title: "Representation of Lie Groups and Special Functions"
    year: 1991
    publisher: "Kluwer"
    notes: "Volume 3: Classical and Quantum Groups and Special Functions. Spherical harmonics on S^n."
  - type: article
    title: "Filling in the Gaps: AI for Super-Resolution and Diagnostic Recovery"
    authors:
      - family-names: "Jalalvand"
        given-names: "Azarakhsh"
      - family-names: "Kolemen"
        given-names: "Egemen"
    date-published: 2026-06-28
    url: "https://www.energy.gov/science/fes/articles/filling-gaps-ai-super-resolution-and-diagnostic-recovery"
    notes: "DOE Office of Science, Office of Fusion Energy Sciences article on Diag2Diag AI model for fusion plasma diagnostic recovery via super-resolution. Primary paper: Jalalvand et al., 'Multimodal super-resolution: discovering hidden physics and its application to fusion plasmas,' Nature Communications 16, 8506 (2025). DOI: 10.1038/s41467-025-63492-1. Key concept: AI gap-filling from correlated sensor indices maps directly to the multi-level rollup indexer in this research (see Research_enhancments.md §4.4)."
  - type: article
    authors:
      - family-names: "Bastianello"
        given-names: "Alvise"
      - family-names: "Zeng"
        given-names: "Yi"
      - family-names: "Dhar"
        given-names: "Sudipta"
      - family-names: "Wang"
        given-names: "Zekui"
      - family-names: "Yu"
        given-names: "Xudong"
      - family-names: "Horvath"
        given-names: "Milena"
      - family-names: "Astrakharchik"
        given-names: "Grigori E."
      - family-names: "Guo"
        given-names: "Yanliang"
      - family-names: "Nägerl"
        given-names: "Hanns-Christoph"
      - family-names: "Landini"
        given-names: "Manuele"
    title: "Exotic critical states as fractional Fermi seas in the one-dimensional Bose gas"
    year: 2026
    journal: "arXiv:2602.17656"
    notes: "Fractional Fermi seas (FFS) via interaction cycles in Lieb-Liniger model. Key math: GHD equation ∂_t ϑ(λ) + a_eff(λ) ∂_λ ϑ(λ) = 0 with occupancy ϑ(λ) ≤ 1/(2W+1). Potential model for manifold scaling: ϑ(λ) ∈ [0,1] provides witness-like scalar; 1/(2W+1) gives discrete scale-band progression matching ncDerived scale-band logic."