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quant-ph2026
Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks
Jun Zhuang, Chaowen Guan
In the era of noisy intermediate-scale quantum (NISQ) computing, Quantum Neural Networks (QNNs) have emerged as a promising approach for various applications, yet their training is…
quant-ph2025
Enhancing the Trainability of Variational Quantum Circuits with Regularization Strategies
Jun Zhuang, Jack Cunningham, Chaowen Guan
In the era of noisy intermediate-scale quantum (NISQ), variational quantum circuits (VQCs) have been widely applied in various domains, demonstrating the potential advantages of qu…