Quantum Network

Quantum networks aim to leverage quantum mechanics for enhanced communication and computation, focusing on secure and efficient information transfer and processing. Current research emphasizes developing optimized algorithms for network design and resource allocation, exploring quantum machine learning models (including quantum neural networks and tensor networks) for tasks like data analysis and prediction within these networks, and investigating the robustness of quantum algorithms against adversarial attacks. This field holds significant promise for advancing secure communication, distributed quantum computing, and potentially revolutionizing data centers and other large-scale computational infrastructures.