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. Proof (54,118 eigenvalues), IBM validation (1.9%), 15.5-bit noise channel, and one-line formula: 180x vs state of the art. R = CΨ².
mandelbrot palindrome entanglement lindblad open-quantum-systems spin-chains ibm-quantum quantum-state-transfer information-channel quantum-repeater standing-wave quantum-to-classical liouvillian quantum-decoherence phase-boundary spectral-symmetry conjugation-operator quantum-transistor noise-as-signal dephasing
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Updated
Mar 31, 2026 - Python
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