Boost-histogram: High-Performance Histograms as Objects. - Henry Schreiner; Hans Dembinski; Shuo Liu 018; Jim Pivarski (SciPy, 2020)

SMART-eFlo: An Integrated SUMO-Gym Framework for Multi-Agent Reinforcement Learning in Electric Fleet Management Problem. - Shuo Liu 018; Yunhao Wang; Xu Chen 033; Yongjie Fu; Xuan Di (ITSC, 2022)

A Hybrid Framework of Reinforcement Learning and Physics-Informed Deep Learning for Spatiotemporal Mean Field Games. - Xu Chen 033; Shuo Liu 018; Xuan Di (AAMAS, 2023)

Learning Dual Mean Field Games on Graphs. - Xu Chen 033; Shuo Liu 018; Xuan Di (ECAI, 2023)

Physics-Informed Graph Neural Operator for Mean Field Games on Graph: A Scalable Learning Approach. - Xu Chen 033; Shuo Liu 018; Xuan Di (Games, 2024)