From the 1 of 4 linked papers with an AI index.
2 citations · 2 across the 2 of their papers we have counts for
4 papers · 1 filter
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…
High-Accuracy Temporal Prediction via Experimental Quantum Reservoir Computing in Correlated Spins
Yanjun Hou, Juncheng Hua, Ze Wu +6
Physical reservoir computing provides a powerful machine learning paradigm that exploits nonlinear physical dynamics for efficient information processing. By incorporating quantum…
Quantum complexity phase transition in fermionic quantum circuits
Wei Xia, Yijia Zhou, Xingze Qiu +1
Understanding the complexity of quantum many-body systems has been attracting much attention recently for its fundamental importance in characterizing complex quantum phases beyond…
Complexity enriched dynamical phases for fermions on graphs
Wei Xia, Jie Zou, Xiaopeng Li
Dynamical quantum phase transitions, encompassing phenomena like many-body localization transitions and measurement-induced phase transitions, are often characterized and identifie…