From the 1 of 10 linked papers with an AI index.
2 citations · 3 across the 6 of their papers we have counts for
10 papers
Fisher-Orthogonal Memory in Quantum Reservoir Computing
Ce Wang, Xingze Qiu
Quantum reservoir computing processes temporal information through driven many-body dynamics, but its performance is ultimately limited by how accurately past inputs can be extract…
Quantum magic and non-commutativity as computational resources in quantum reservoir computing
Wei Xia, Shuaifan Cao, Xingze Qiu +1
The paper develops a theoretical framework for quantum reservoir computing, showing that quantum magic is essential for computation and that Hamiltonian encoding can overcome expre…
Thermodynamics of Quantum Reservoir Computing
Lixiang Ding, Xingze Qiu
Quantum reservoir computing provides a framework for processing complex temporal data, yet its fundamental computational and energetic limits remain unresolved. Here, we establish…
Coherent Quantum Speed Limits
Xuhui Xiao, Hai Wang, Xingze Qiu
We establish a comprehensive theoretical framework for coherent quantum speed limits (QSLs), deriving fundamental bounds on the rate of quantum evolution that explicitly isolate th…
Universally Robust Control of Open Quantum Systems
Lixiang Ding, Jingtao Fan, Xingze Qiu
Mitigating noise-induced decoherence is the central challenge in controlling open quantum systems. While existing robust protocols often require precise noise models, we introduce…
Quantum Annealing Algorithms for Estimating Ising Partition Functions
Haowei Li, Zhiyuan Yao, Xingze Qiu
Estimating partition functions of Ising spin glasses is a cornerstone of statistical physics and computational science, yet it remains classically challenging due to its P-hard…