4 papers · 1 filter
Symmetry and Exact Solutions of General Spin-Boson Models
Yifan Sun, Lian-Ao Wu
Spin-boson models are the canonical benchmark for quantum dissipation. We show the symmetry structure of general spin-boson Hamiltonians and obtain their spectra explicitly by expl…
Enhanced Predictive Capability for Chaotic Dynamics by Modified Quantum Reservoir Computing
Longhan Wang, Yifan Sun, Xiangdong Zhang
Deducing the states of spatiotemporally chaotic systems (SCSs) as they evolve in time is crucial for various applications. However, it is a dramatic challenge for generally achievi…
Quantum Next-Generation Reservoir Computing and Its Quantum Optical Implementation
Longhan Wang, Peijie Sun, Ling-Jun Kong +2
Quantum reservoir computing (QRC) exploits the information-processing capabilities of quantum systems to tackle time-series forecasting tasks, which is expected to be superior to t…
Measurement-based quantum convolutional neural network for deep learning
Yifan Sun, Xiangdong Zhang
Recently, quantum convolutional neural networks (QCNNs) are proposed, harnessing the power of quantum computing for faster training compared to the classical counterparts. However,…