Qiang Guan

Docker-Enabled Build and Execution Environment (BEE): an Encapsulated Environment Enabling HPC Applications Running Everywhere

2017 · arXiv (Cornell University)

Variations in High Performance Computing (HPC) system software configurations mean that applications are typically configured and built for specific HPC environments. Building applications can require a significant investment of time and effort for application users …

MEMQSim: Highly Memory-Efficient and Modularized Quantum State-Vector Simulation

2023

No abstract available.

VIOLET: Visual Analytics for Explainable Quantum Neural Networks

2023 · arXiv (Cornell University)

With the rapid development of Quantum Machine Learning, quantum neural networks (QNN) have experienced great advancement in the past few years, harnessing the advantages of quantum computing to significantly speed up classical machine learning tasks. …