W Wang

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 …

Research on Intelligent Identification Technology of Mine Microseismic Signals Based on Pattern Recognition and Machine Learning

2026 · Applied Sciences

With the increasing application of microseismic monitoring technology in mines, it is still difficult to automatically distinguish effective signals from noise signals, which limits its popularization and practical performance to a certain extent. This paper …