Bridging Classical and Quantum Worlds: Maps, States, and Evolutions

The work introduces intermediate mathematical notions between positivity and complete positivity for linear maps acting on operator spaces. These concepts are used to bridge classical Markov chains, where evolution is described by probability vectors, and quantum dynamics, which involves completely positive maps on Hilbert spaces. The paper establishes correspondences between these classical stochastic processes and quantum channels.

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