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- Added dielectric breakdown 1/n scaling for SiO2, HfO2, BaTiO3 - E_breakdown * n ≈ E0 matches bulk material limit - Deviations: SiO2 5.3%, HfO2 12.4%, BaTiO3 5.6% - Schema: v3 with phase separation Build: 2987 jobs, 0 errors |
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| CITATION.cff | ||
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| README.md | ||
| REBASE_RULES.md | ||
| requirements.txt | ||
SilverSight
A deterministic equation search and classification system built on chaos game theory, Sidon set addressing, and Fisher information geometry. Proves Chentsov's theorem for finite n=8, routes through Finsler-QUBO-QAOA optimization, and scales to 50-token universal mathematical expression encoding.
Structure
| Directory | Contents |
|---|---|
formal/CoreFormalism/ |
Lean 4: FixedPoint (canonical Q16_16/Q0_16), ChentsovFinite, HachimojiBase, HachimojiCodec, HachimojiManifoldAxiom |
formal/PVGS_DQ_Bridge/ |
Lean 4: Photon-Varied Gaussian State to Dual Quaternion energy bridge (7 sections + master) |
formal/UniversalEncoding/ |
Lean 4: 50-token math address space, 4D chirality classification |
formal/BindingSite/ |
Lean 4: Amino acid vocabulary mapping, entropy-based bindability |
python/ |
Python: chaos game, Sidon addressing, spectral profile, Q16.16 canonical |
qubo/ |
Python: Finsler metric, QUBO builder, QAOA circuit, classical solver |
tests/ |
Python: Q16.16 roundtrip tests |
.github/workflows/ |
CI: Lean check, Python check, Q16 roundtrip |
docs/ |
Architecture documentation, Research Stack usage graph, glossary, testing rules |
Glossary
docs/GLOSSARY.md is the authoritative living dictionary for SilverSight terms.
Every domain term used in receipts, gates, or cross-module interfaces must be
defined there with a source module citation. docs/GLOSSARY_ALLOWLIST.md
contains generic terms that do not need glossary entries.
Testing
docs/TESTING.md defines the testing contract: Lean witnesses, Python unit
and integration tests, CI gates, and the glossary lint.
Research Stack Usage Map
The docs/research_stack_usage_graph.* files are a searchable point graph of the
legacy Research Stack — modules, theorems, definitions, scripts, docs, services,
databases, nodes, skills, and goals. Use them to discover what is worth porting.
docs/research_stack_usage_graph.json— machine-readable entity/edge graphdocs/research_stack_usage_graph.md— human-readable summarydocs/research_stack_usage_graph.dot— visual graph source (Graphviz)docs/research_stack_usage_graph.svg— rendered vector graphdocs/research_stack_usage_graph_thumb.png— 1024×342 PNG thumbnail previewdocs/generate_research_stack_usage_map.py— regeneration scriptdocs/research_stack_porting_candidates.md— ranked porting shortlistdocs/generate_porting_candidates.py— candidates regeneration script
Key Papers
- Giani, Win, Conti (2025) - Photon-Varied Gaussian States (PVGS)
- Chabaud, Mehraban (2022) - Stellar representation of non-Gaussian quantum states
- Pizzimenti et al. (2024) - Wigner negativity of superpositions
- Wassner et al. (2025) - Single quadrature noise tomography
Quick Start
# Run Q16.16 roundtrip test
python tests/q16_roundtrip_test.py
# Run chaos game search
python python/chaos_game.py
# Run optimization suite
python qubo/test_optimize.py
Citation
See CITATION.cff.
License
MIT