3 papers
quant-ph2025
Quantum-enhanced neural networks for quantum many-body simulations
Zongkang Zhang, Ying Li, Xiaosi Xu
Neural quantum states (NQS) have gained prominence in variational quantum Monte Carlo methods in approximating ground-state wavefunctions. Despite their success, they face limitati…
quant-ph2024
Super-bath Quantum Eigensolver
Tianren Wang, Zongkang Zhang, Bing-Nan Lu +2
The simulation of the dynamics of a system coupled to a low-temperature environment is a promising application of quantum computers to determine ground-state properties of physical…
quant-ph2023
Maximising Quantum-Computing Expressive Power through Randomised Circuits
Yingli Yang, Zongkang Zhang, Anbang Wang +3
In the noisy intermediate-scale quantum era, variational quantum algorithms (VQAs) have emerged as a promising avenue to obtain quantum advantage. However, the success of VQAs depe…