Bowen Zhang

StarCodex: Dynamic Coding Harness for Starlink Measurement Analysis and Experiment Automation

Pengcheng Luo, Zhiming Shao, Bowen Zhang, Genke Yang, Jian Chu

Starlink and other low Earth orbit (LEO) satellite broadband systems are producing increasingly diverse measurement data across regions, time periods, and access conditions. These measurements are valuable for throughput prediction, adaptive bitrate (ABR) evaluation, and network…Read more

Employing Molecular Conformations for Ligand-Based Virtual Screening with Equivariant Graph Neural Network and Deep Multiple Instance Learning

Yaowen Gu, Jiao Li, Hongyu Kang, Bowen Zhang, Si Zheng

Ligand-based virtual screening (LBVS) is a promising approach for rapid and low-cost screening of potentially bioactive molecules in the early stage of drug discovery. Compared with traditional similarity-based machine learning methods, deep learning frameworks for LBVS can more…Read more

MARL-PINN: Solving the Eikonal equation with multi-agent reinforcement learning method for physics-informed neural networks

Bowen Zhang, Peizhi Zhao, Pengyuan Sun, Jianlei Zhang, Zhenbo Guo, Tao Song