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lattice-quantization

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arcticoder / warp-lqg-midisuperspace

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Loop Quantum Gravity midisuperspace quantization for warp drive spacetimes with constraint implementation, coherent states, lattice refinement, exotic matter quantization, and GPU acceleration

pytorch gpu-acceleration quantum-gravity loop-quantum-gravity holonomy warp-drive exotic-matter coherent-states constraint-algebra midisuperspace hamiltonian-constraint lattice-quantization quantum-spacetime
  • Updated Jul 21, 2025
  • Python

thiagosilvahyper / bihe-quantization

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BIHE Protocol - Next-generation vector quantization combining E8 lattice geometry with Lloyd algorithm optimization. Achieves 16× compression ratio while maintaining 88.5% recall on real-world datasets. Validated on Stanford SQuAD v2.0 (5,000 texts) and Microsoft MS MARCO (6,000 texts). Features NSM below Shannon theoretical limits.

python machine-learning compression pytorch embeddings neural-networks quantization vector-quantization lattice-quantization e8-lattice
  • Updated Oct 27, 2025
  • Python

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