Jinchen Xu

From Noise Modeling to Layout Optimization: A Framework for Quantum Circuit Fidelity Enhancement With Machine Learning

2026 · Advanced Quantum Technologies

ABSTRACT Executing quantum circuits (QCs) on noisy intermediate‐scale quantum (NISQ) devices faces significant challenges due to quantum noise that impacts computational reliability. Layout selection presents a promising approach to enhance execution quality by mapping logical …