高性能应用研究中心

混成系统、形式化方法、神经网络模型 

[1] Estimating Event Probabilities via Signal Temporal Logic and First Occurrence Distributions[J]. Journal of Logic and Computation. 2024, Zhang S, Qin X, Zhang J, Liu Jiang*. 

[2] Value function assessment to different RL algorithms for heparin treatment policy of patients with sepsis in ICU[J]. Artificial Intelligence in Medicine. 2024, Liu Jiang, Xie Y, Shu X, Chen Y, et al. 

[3] Correct-by-Construction for Hybrid Systems by Synthesizing Reset Controller. arXiv:2309.05906. 2023, Liu Jiang, Su H, Bai Y, Gu B, et al. 

[4] Polynomial dendritic neural networks[J]. Neural Computing and Applications. 2022, Chen Y, Liu Jiang^*. 

[5] Minimal Residual Based Iterative Methods and Its Parallel Implementation for Sparse Linear Systems[C]. NCTCS 2020, Liu Jiang, Wang J. 

[6] The geometric unscented Kalman filter. arXiv preprint arXiv:2009.13079. 2020, Fang C, Liu Jiang*, Ye S, et al. 

[7] Abstraction of elementary hybrid systems by variable transformation[C]. FM 2015, Liu Jiang, Zhan N, Zhao H, et al. 

[8] A linear extension of unscented Kalman filter to higher-order moment-matching[C]. In 53rd IEEE CDC. 2014, Liu Jiang, Wang Y, Zhang J. 

[9] Computing semi-algebraic invariants for polynomial dynamical systems[C]. In ACM EMSOFT 2011, Liu Jiang, Zhan N, Zhao H. 

横向“大规模稀疏带状线性方程组并行加速求解研究”，2023/01-2023/12，主持； 

国家重点研发计划计划项目“重症和手术监护危重事件预测模型与智能干预推理决策系统研究”，2018/08-2022/09，参与，研究骨干(3)； 

中国科学院平台专项“动力系统并行求解研发”，2019/01-2020/12，主持； 

国家自然基金“随机混成系统状态估计算法理论研究”，2017/01-2020/12，主持； 

中国科学院青年创新促进会“非线性卡曼滤波器研”，2015/01-2018/12，主持；