学术研究方向：机器学习与复杂系统仿真
工程应用方向：先进控制与优化
历史研究方向：
石油化工行业DCS仿真培训系统研发(1993-2002)
3TNet网络构建及时移电视与TVOD系统研发(2003-2012)
未来网络试验网与5G-ICN示范应用系统研发(2013-2018)
高技术创新特区项目，2021-2023
校级预研项目，2021-2022
高技术项目，中科院重大专项，2018-2020
[1] Crowd-Oriented Behavior Simulation:Reinforcement Learning Framework Embedded with Emotion Model, CAAI 2022
[2] Crowd Emotion Recognition Based on Causal Spatiotemporal Structure. ICCAI 2022
[3] Emotion-Based Crowd Model Evaluation Method Based on Features Distribution Distance, CSAI 2022
[4] Recurrent Knowledge Tracing Machine based on the Knowledge State of Students, Expert Systems, 2021
[5] Crowd Behavior Simulation Model Based on Information-Gap Theory, ICSP 2021
[6] Mixed Deep Reinforcement Learning-Behavior Tree for Intelligent Agents Design, ICAART 2021
[7] A Multi-population Adaptive Genetic Algorithm for Test Paper Generation. CCDC 2021
[8] 基于DPSAMQ行为树的智能体决策模型研究，计算机仿真, 2021
