BIMSA > YMSC-BIMSA Quantum Information Seminar YMSC-BIMSA Quantum Information Seminar Enhancing classical simulation with noisy quantum devices
Enhancing classical simulation with noisy quantum devices
Organizers
Song Cheng , Jinpeng Liu , Zhengwei Liu , Ziwen Liu
Speaker
Ruiqi Zhang
Time
Friday, April 3, 2026 4:00 PM - 5:30 PM
Venue
Shuangqing-B626
Online
Zoom 230 432 7880 (BIMSA)
Abstract
As quantum devices improve, a key challenge is how to effectively utilize noisy hardware. Rather than mitigating noise, we explore using it to assist classical simulation. We introduce the Noisy-device-enhanced Classical Simulation (NDE-CS) protocol, which incorporates noisy quantum data into stabilizer-based Monte Carlo methods. Numerical results suggest that NDE-CS can achieve comparable accuracy with reduced sampling cost and may exhibit more favorable scaling than Sparse Pauli Dynamics for certain circuit families.