Quantum Channel
A quantum channel describes the transformation of quantum information, a crucial concept in quantum computing and communication. Current research focuses on efficiently learning and characterizing these channels, often employing techniques from machine learning such as variational quantum circuits, reinforcement learning, and kernel methods, as well as developing novel algorithms for channel optimization and noise mitigation. Understanding and controlling quantum channels is essential for building robust and reliable quantum technologies, impacting areas like quantum computation, communication, and sensing.
Papers
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