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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Xiao Yuan

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Preprint Jul 2026

Efficient Lindbladian Learning from Constant-Time Pauli Responses

Learning the generator of an open many-body system is more challenging than Hamiltonian learning: local responses, which can directly reveal coherent interaction terms in closed-system dynamics, may also contain dissipative contributions in open-system dynamics. In this paper, we address this challenge by developing an...

Jiaxing Song, Yukun Zhang, Xiao Yuan et al. · 0 citations
Preprint Aug 2026

Quantum Advantage with Adaptive Shallow Circuits

Quantum advantage is widely expected to require sufficiently deep circuits, where correlations and global computational structure can grow beyond the reach of efficient classical simulation. This expectation is especially stark for constant-depth circuits with local readout: the expectation value of any fixed local obs...

Yu-Sen Wu, Yu-Kun Zhang, Xiao-Ming Zhang et al. · 1 citation

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