3 papers
quant-ph2026
Transformer refined quantum sampling for strongly correlated electronic structure
Xiongzhi Zeng, Ming Gong, Bowen Kan +18
Although quantum computing offers a promising solution for strongly correlated system simulation, existing algorithms face significant bottlenecks on current noisy intermediate-sca…
quant-ph2025
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-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…