Quantum neural network-based compensation of distorted orbital angular momentum beams in complex media.

Second, a clear trend is observed across the models’ performance as the topological charge increases: as the complexity of the OAM beam grows, the CNN’s final loss shows a marked increase in both simulation (from 0.001802 to 0.018401) and experiment (from 0.005242 to 0.050515).

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