2 papers
quant-ph2025
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…
quant-ph2025
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…