讲师

教育经历

2012.9-2016.6 东北大学信息科学与工程学院自动化专业学士学位

2016.9-2018.7 东北大学信息科学与工程学院控制理论与控制工程专业硕士学位

2018.9-2023.7东北大学信息科学与工程学院控制理论与控制工程专业博士学位

工作经历

2019.8-2021.8  伊利诺伊理工大学生物医学工程系访问学者

2023.10至今东北大学计算机科学与工程学院博士后

2023.10至今东北大学信息科学与工程学院讲师

研究方向

人工智能驱动的精准医疗与健康管理，复杂系统建模与控制，机器学习，糖尿病精准医疗

招收博士/硕士方向

欢迎自动化、人工智能、计算机科学、生物医学工程等相关专业学生报考硕士研究生。

项目

1.基于多源聚类的糖尿病精准分型，上海市第六人民医院，横向，2023，19.8万元，参加;

2.构建2型糖尿病及代谢相关脂肪性肝病的预警模型及临床决策支持系统，宁波市第二医院，横向，2023，32万元，参加;

3.持续葡萄糖监测（CGM）系统校准算法设计与优化，上海微创生命科技有限公司，横向，2023，50万元，参加;

4.多源生理信息驱动的人工胰腺系统血糖动态预报与异常状态智能评估，国家自然科学基金青年基金项目，61903071，2020.1-2022.12，23万元，参加;

5.带有间歇通讯的多智能体系统事件触发控制，国家自然科学基金面上项目，61773106，2018.1-2021.12，65万元，参加;

6.Additional Signals for Detection of Exercise, Stress and Sleep Effects and Prediction of Glucose Levels for Next Generation AP Systems，JDRF, 53万美元，结题，参加;

7.Control Systems for Artificial Pancreas Use During and After Exercise, NIH, 248万美元，结题，参加;

8.Fault-tolerant Control Systems for Artificial Pancreas, NIH, 195万美元，结题，参加;

学术成果

专著或教材

期刊论文（上限10篇）

1.Sun Xiaoyu, Liu Jianchang, Cinar Ali, et al. Event-Triggered Model Predictive Control for Artificial Pancreas Using Prior-Knowledge-Informed Hybrid Model[J]. IEEE Transactions on Control Systems Technology, 2023, 31(5): 2275-2287.

2.Sun Xiaoyu, Cinar Ali, Liu Jianchang, et al. Prior-knowledge-embedded model predictive control for blood glucose regulation: Towards efficient and safe artificial pancreas[J]. Biomedical Signal Processing and Control, 2023, 82: 104551.

3.Sun Xiaoyu, Rashid Mudassir, Askari Mohammad Reza, et al. Adaptive personalized prior-knowledge-informed model predictive control for type 1 diabetes[J]. Control Engineering Practice, 2023, 131: 105386.

4.Sun Xiaoyu, Cinar Ali, Yu Xia, et al. Kernel-regularized latent-variable regression models for dynamic processes[J]. Industrial & Engineering Chemistry Research, 2022, 61(17): 5914-5926.

5.Sun Xiaoyu, Rashid Mudassir, Hobbs Nicole, et al. Prior informed regularization of recursively updated latent-variables-based models with missing observations[J]. Control Engineering Practice, 2021, 116: 104933.

6.Sun Xiaoyu, Rashid Mudassir, Hobbs Nicole, et al. Incorporating prior information in adaptive model predictive control for multivariable artificial pancreas systems[J]. Journal of Diabetes Science and Technology, 2022, 16(1): 19-28.

7.Yu Xia, Sun Xiaoyu, Zhao Yuhang, et al. Fault detection of continuous glucose measurements based on modified k-medoids clustering algorithm[J]. Neural Computing and Applications, 2020: 1-10.

8.Askari Mohammad Reza, Rashid Mudassir, Sun Xiaoyu, et al. Detection of meals and physical activity events from free-living data of people with diabetes[J]. Journal of Diabetes Science and Technology, 2023, 17(6): 1482-1492.

9.Askari Mohammad Reza, Rashid Mudassir, Sun Xiaoyu, et al. Meal and physical activity detection from free-living data for discovering disturbance patterns of glucose levels in people with diabetes[J]. BioMedInformatics, 2022, 2(2): 297-317.

会议论文（上限10篇）

1.Sun Xiaoyu, Liu Jianchang, Yu Xia, et al. Supervised Latent Variable Model with Gaussian Inner Structure for Dynamic Process[C]//2022 7th International Conference on Control, Robotics and Cybernetics (CRC). IEEE, 2022: 59-63.

2.Sun Xiaoyu, Rashid Mudassir, Cinar Ali. Personalized Adaptive Model Predictive Control for Automated Insulin Delivery System with Prior Knowledge[C]//2022 IEEE Conference on Control Technology and Applications (CCTA). IEEE, 2022: 1253-1258.

3.Sun Xiaoyu, Rashid Mudassir, Askari Mohammad Reza, et al. Event-triggered decision support and automatic control systems for type 1 diabetes[C]//2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI). IEEE, 2021: 1-4.

4.Sun Xiaoyu, Rashid Mudassir, Askari Mohammad Reza, et al. Latent Variables Model Based MPC for People with Type 1 Diabetes[C]. IFAC-PapersOnLine, 2021, 54(3): 294-299.

5.Sun Xiaoyu, Rashid M. Mudassir, Sevil Mert, et al. Prediction of Blood Glucose Levels for People with Type 1 Diabetes using Latent-Variable-based Model[C]//KDH@ ECAI. 2020: 115-119.

6.Sun Xiaoyu, Yu Xia, Liu Jianchang, et al. Glucose prediction for type 1 diabetes using KLMS algorithm[C]//2017 36th Chinese control conference (CCC). IEEE, 2017: 1124-1128.

7.Rashid M. Mudassir, Sun Xiaoyu, Askari Mohammad Reza, et al. Model Identification and Model Predictive Control of Biopharmaceutical and Biomedical Systems[C]. IFAC-PapersOnLine, 2022, 55(7): 51-56.

专利（上限10项）

学术兼职

1.ISA Transactions, Control Engineering Practice, Biomedical Signal Processing and Control等国际学术期刊审稿人。

联系方式

办公室：综合楼203C

电话：

邮箱：sunxiaoyu1@ise.neu.edu.cn

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