Hamiltonian and Liouvillian learning from measurement data
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Updated
Feb 22, 2026 - Python
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liouvillian
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Palindromic Liouvillian symmetry under dephasing: proven for any Heisenberg graph, verified N=2–8 (87,376 eigenvalues, zero exceptions). Absorption Theorem Re(λ) = −2γ⟨n_XY⟩, golden-ratio mirrors, noise that reads its own spectrum; 17 predictions confirmed on IBM hardware. A living research notebook, Thomas Wicht & Claude. R = CΨ²
palindrome golden-ratio chebyshev-polynomials lindblad open-quantum-systems spin-chains ibm-quantum dihedral-group qudits quantum-state-transfer exceptional-points human-ai-collaboration mirror-symmetry liouvillian non-hermitian-physics klein-four-group spectral-symmetry dephasing absorption-theorem r-equals-c-psi-squared
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Updated
Jul 28, 2026 - C#
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