Abstract
We present the first framework where symmetric-monoidal Markov functors map directly to Lindbladian generators via categorical semantics, enabling end-to-end differentiable training of open quantum dynamics.
Category-Theoretic Control Theory: Differentiable Monoidal Dynamics for Trainable Quantum Generators
13 October 2025, Version 1
Working Paper
Authors
This content is an early or alternative research output and has not been peer-reviewed by Cambridge University Press at the time of posting.
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