Variational Quantum Circuits Enhanced Generative Adversarial Network

no code implementations • 2 Feb 2024 • Runqiu Shu, Xusheng Xu, Man-Hong Yung, Wei Cui

Generative adversarial network (GAN) is one of the widely-adopted machine-learning frameworks for a wide range of applications such as generating high-quality images, video, and audio contents.

Benchmarking Generative Adversarial Network +1

Quantum-Inspired Machine Learning for Molecular Docking

no code implementations • 22 Jan 2024 • Runqiu Shu, Bowen Liu, Zhaoping Xiong, Xiaopeng Cui, Yunting Li, Wei Cui, Man-Hong Yung, Nan Qiao

Traditional docking by searching for possible binding sites and conformations is computationally complex and results poorly under blind docking.

Blind Docking Combinatorial Optimization