5 papers
Reliability-Safety Trade-off in AI Distillation: A Renormalization-Group Approach
Y. M. Du, Miao-Miao Yi, Tan-Ji Zhou +1
Knowledge distillation transfers more than task competence: it also transmits response propensities, refusal policies, error boundaries, and latent safety biases. We formulate this…
Wave packet landscape in open quantum systems
Kang Xu, Miao-Miao Yi, Zi-Hong Yan +1
We formulate a landscape theory for the long-time wave packet spreading of free and harmonically trapped particles with quantum fluctuations and its related dissipation. We show th…
Third Quantization for Order Parameters (II): Local Field Quantization in Superconducting Quantum Circuits
Miao-Miao Yi, Guo-Jian Qiao, Xin Yue +1
The quantization of superconducting transmission-line resonators is usually introduced phenomenologically by modeling the resonator as an effective LC circuit and imposing canonica…
Third Quantization for Order Parameter (I): BCS-BEC crossover with macroscopically coherent state
Guo-Jian Qiao, Miao-Miao Yi, Xin Yue +1
We revisit the quantization of the order parameter, which we refer to as third quantization, from the perspective of the commutation relation between the phase operator of the orde…
Capacity-time Trade-off in Highly Reliable Quantum Memory
Miao-Miao Yi, L. X. Cui, Y -M Du +1
Reliable quantum storage in practice relies on precise calibration of key parameters, notably the global detuning, while inevitably being subject to the combined influence of multi…