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research-pipelines

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Three exact-arithmetic verification pipelines — λ=2c conformal identities + the emission-gap theorem, Mahler-measure matrix plates (interactive in-browser explorer), and residual-return learning dynamics over number fields. Every load-bearing claim is machine-checked; all suites pass.

computer-algebra reproducible-research mathematics verification sympy minimal-polynomial companion-matrix mathematical-proof exact-arithmetic mathematical-proofs number-fields mathematical-proofs-algorithms research-pipelines mahler-measure
  • Updated Jul 2, 2026
  • Python

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