Lab Director

Dr. Jianguo Wu 吴建国，长聘副教授，研究员，博士生导师  湖南邵阳人，2009年在清华大学机械工程系获得学士学位；2011年获得美国普渡大学（Purdue University）机械工程硕士学位(导师为Ashlie Martini教授）；2011年至2015年在美国威斯康星大学麦迪逊分校，先后获得统计学硕士学位以及工业与系统工程博士学位，师从Shiyu Zhou 教授；2015年起任教于美国德克萨斯大学艾尔帕所分校工业、制造以及系统工程系，同时兼任电气与计算机工程系以及计算科学所助理教授，曾获得德克萨斯大学系统STARS Award；2017年通过国家千人计划（青年）加入北大工学院。

---

Current PhD Students (博士研究生)

	Xinming Wang (王新明)  Ph.D.     09/2020-present   IEM,  Peking Univeristy              08/2023-07/2024, Visiting student, Duke University, advisor: Simon Mak B.S.       08/2016-07/2020   Mechanical Engineering,  Tsinghua Univeristy （清华大学） Research Interests: Applied statistics/machine learning/advanced data analytics, quality and reliability engineering, Gaussian process CV(简历)
	Song Huang (黄松)  Ph.D.     09/2021-present   IEM,  Peking Univeristy B.S.       09/2017-06/2021    Theoretical and Applied Mechanics,  Peking Univeristy Research Interests: Change-point detection, functional regression, Gaussian process CV(简历)
	Jinming Lin (林锦铭)  Ph.D.     09/2022-present   IEM,  Peking Univeristy B.S.       09/2018-06/2022    Engineering Mechanics ,  Peking Univeristy Research Interests: Quality and Reliability Engineering, Anomaly Detection, Statistical Modeling CV(简历)
	Duo Wang (王舵)  Ph.D.     09/2023-present    IEM,  Peking Univeristy B.S.       09/2019-06/2023    Mathematics and Applied Mathematics,  Beijing Normal Univeristy (北师大) Research Interests: Data science, POMDP, Quality and Reliability Engineering CV(简历)
	Jiayu Dong (董嘉宇)  Ph.D.     09/2024-present   IEM,  Peking Univeristy B.S.       09/2020-06/2024    Statistics,  Beijing Normal Univeristy Research Interests: Active learning, Design of Experiments, Industrial Statistics, Gaussian Process CV(简历)

Current MS Students (硕士研究生)

	Hongjie Cheng (程宏杰)  M.S.     09/2022-present   Mechanical Engineering,  Peking Univeristy B.S. 09/2017-06/2021 Information Engineering,  Beijing University of Posts and Telecommunications (北京邮电大学) Research Interests: Time Series Forecasting, statistical learning, deep learning
	Yuxuan Zou (邹宇轩)  M.S.     09/2023-present  Mechanical Engineering, Peking University B.S.       09/2019-06/2023   Artificial Intelligence, Beijing Jiaotong University (北京交通大学) Research Interests: Data analytics, quality and reliability engineering
	Qiong Wu (吴琼)  M.S.    09/2024-present   Mechanical Engineering,  Peking Univeristy B.S.       09/2020-06/2024   Software Engineering, Tianjin University (天津大学) Research Interests: Big data analytics, deep learning, quality and reliability engineering

---

Ph.D. Graduates (已毕业博士生)

• Ruiyu Xu (徐瑞宇) , 2024, Thesis: "Modeling and Monitoring of High-dimensional Time Series Data based on Subspace Learning (基于子空间学习的高维时序数据建模与监测) ", Peking University
  Current Position: Data scientist (数据科学家), Meituan (美团-到家-境外技术部)
  
• Zheren Song (宋喆人) , 2024, Thesis: "Deep Generative Learning based Pore Defects Prediction in Metal Additive Manufacturing (基于深度生成学习的金属增材制造孔隙缺陷预测研究) ", Peking University
  Current Position: Research Scientist 高级主管研发工程师, COMAC Shanghai Aircraft Manufacturing Co., Ltd (入选商飞青年拔尖计划，中国商飞上海飞机制造有限公司)
  
• Xinxing Guo (郭鑫星), 2024, Thesis: "Data Fusion based Health Assessment and RUL Prediction for Complext Systems (基于数据融合的复杂装备健康评估与剩余寿命预测) ", Peking University
  Current Position: Research Scientist 高级主管研发工程师, COMAC Shanghai Aircraft Customer Service Co., Ltd (入选商飞青年拔尖计划，中国商飞上海飞机客户服务有限公司)
  
• Yuanyuan Gao （高园园） , 2023, Thesis: "Data-driven Modeling, Monitoring and Control of Porosity Defects in Metal Additive Manufacturing (数据驱动的金属 3D打印孔隙缺陷质量控制研究)", Peking University
  2021-2022, Visiting Student访问学生, National University of Singapore（新加坡国立大学）, advisor: Prof. Nan Chen
  Current Position: Assistant Professor, Nanjing University of Aeronautics and Astronautics (助理教授，南京航空航天大学)
  
• Honglun Xu （许洪伦） , 2022, Thesis: "EFFICIENT APPROACHES TO STEADY STATE DETECTION IN MULTIVARIATE SYSTEMS",
  Current Position: Research Assistant Professor, University of Texas at El Paso
  
• Xuedong Zhu（朱学东） , 2022, Thesis: "The Integrated Process Planning and Scheduling Problem and Its Variant (工艺规划与车间调度集成优化及其变体问题研究)", Peking University
  Current Position: Alibaba (阿里集团-CTO线-数字供应链事业部)
  
• Zhen Li (李珍), 2022, Thesis: "Health Assessment and Prediction for Aircraft Engine Based on Deep Data Fusion Approach (基于深度数据融合的航空发动机健康评估与预测研究)", Peking University
  Current Position: China Mobile Communications Group Co.,Ltd (中国移动总部“金种子计划”)
  
• Md Fashiar Rahman , 2021, Thesis: " Quality Assessment Of Composite Manufacturing Using Automated Visual Inspection System With SEM Images", University of Texas at El Paso
  Current Position: Assistant Professor, University of Texas at El Paso
  
• Yuxin Wen （文雨欣） , 2020, Thesis: " Multiple Change-point Modeling of Degradation Signal for Prognostics Improvement", University of Texas at El Paso
  Current Position: Assistant Professor, Chapman University, CA, USA
  
• Zhonghua Hu （胡仲华） , 2017,Thesis: " Image Data Mining for Quality Control of Nanofiber Reinforced Piezoelectric Nanocomposites based on SEM Images", University of Texas at El Paso

M.S. Graduates (已毕业全职硕士生,full time)

• Kaiming Yang (杨凯铭), 2024,"基于图像的咬肌识别与定位系统", MS in Mechanical Engineering, 毕业去向：辽宁省工信厅
  
• Wenxuan Wang (王文轩), 2024,"基于多源数据的微服务故障检测", MS in Mechanical Engineering, 毕业去向：宁波市政府
  
• Xiao Yang (杨潇), 2023,"Heat and Lung Sound Separation based on Temporal Convolutional Network", MS in Mechanical Engineering, Peking University，毕业去向：快手
  
• Shilong Jia (贾时龙), 2023,"Product Innovation Strategy of Startups in Moderate-uncertainty Markets", full time MEM，毕业去向：清华大学经管学院攻读博士学位
  
• Weiqing Pang (庞维青), 2022,"基于多因子模型和神经网络的量化选股方法研究", MS, 毕业去向：中海油
  
• Jiayi Hao (郝嘉懿), 2022,"基于机器学习的配对交易研究-以A股市场为例", MS, 毕业去向：中信集团
  
• Anand Raj (serve as Co-advisor), 2017,"Supplier Evaluation and Selection in Automobile Industry", UTEP
  
• Anabel Renteria Marquez (serve as Co-advisor), 2017, "Risk Mitigation in the Supply Chain Caused by Multiple Phase-in and Phase-out Components Using SIMIO Simulation", UTEP
  
• Victor Loya (serve as Co-advisor), 2015, "A Cell Formation Algorithm for Sequential Processes with Alternative Machine Selection in the Automotive Lighting Industry", UTEP
  

M.S. Graduates (MEM工程管理硕士)

• Xiaotong Chi (迟晓桐), 2024," 通信运营商用户离网预测分析", Peking University
  
• Xu Luo (罗旭), 2024," 隐私计算企业竞争战略研究-以C公司为例", Peking University
  
• Yuqing Ji (纪雨青), 2024," 基于组合赋权的装备制造业供应商评价与选择研究--以R公司为例", Peking University
  
• Jianchen Hu (胡家晨), 2024," 页岩气开发水供应系统工程设计与优化", Peking University
  
• Yanran Dong (董燕然), 2024," 基于机器学习的车辆贷款违约预测研究", Peking University
  
• Xuemin Zhang (张学敏), 2024," 基于大型语言模型的NL2SQL方法研究与应用", Peking University
  
• Guanchao Zhao (赵冠超), 2024,"基于ROS的移动机器人自主路径规划研究", Peking University
  
• Yanbo Chen (陈燕波), 2023,"基于重大疾病保险大数据的欺诈预测研究", Peking University
  
• Deshan Huang (黄德山), 2023,"基于BERT模型的国内股票评论情感分析", Peking University
  
• Huaizhi Liu (刘怀志), 2023,"动态时延网络路径规划算法研究", Peking University
  
• Shi Di (邸石), 2023,"面向水下航行器的无线光通讯视频传输系统研究", Peking University
  
• Jianbin Jiang (蒋建斌), 2023,"基于图像分割技术的智能造字研究", Peking University
  
• Xin Li (李鑫), 2023,"基于机器学习的房地产开发项目供应商评价研究", Peking University
  
• Yangang Liu (刘岩刚), 2023,"基于学习者和试题协同过滤的自适应学习推荐算法研究", Peking University
  
• Zhaozhao Pang (庞昭昭), 2023,"基于证券研究服务记录的买方基金经理客户画像研究", Peking University
  
• Yuanyuan Qiao (乔媛媛), 2023,"提升高端科学仪器企业竞争力的发展策略与建议研究—以KY扫描电子显微镜公司为例"
  
• Xin Reng (任欣), 2023,"面向DB2的数据库同步系统的设计与应用", Peking University
  
• Chunyu Wang (王春雨), 2023,"基于六西格玛管理客户满意度调查有效性提升研究--以B公司为例", Peking University
  
• Ruoyan Wang (王若妍), 2023,"基于大数据分析的银行企业客户流失预测", Peking University
  
• Yixiao Wang (王羿骁), 2023,"商业银行个人客户经理胜任力模型建构与应用研究", Peking University
  
• Yuxuan Xi (席宇轩), 2023,"CU公司政企客户流失预测分析", Peking University
  
• Chao Yu (于超), 2023,"公有云站点架构技术研究", Peking University
  
• Laihuang Zhang (张来欢), 2023,"电弧熔丝增材制造Al-Cu合金组织与性能研究", Peking University
  
• Dayong Zhu (朱大勇), 2022,"科创板和港股未盈利创新药公司的估值方法研究", Peking University
  
• Yunke Zhou (周云柯), 2022,"基于LMDI分解碳排放影响因素分析与碳中和路径探寻", Peking University
  
• Jiangtao Zheng (郑江涛), 2022,"基于充电状态数据挖掘的超级电容器退化趋势模型构建及预测研究", Peking University
  
• Danqing Zhao (赵丹青), 2022,"大数据环境下大宗商品企业供应链管理研究", Peking University
  
• Yu Zhang (张预), 2022,"基于大数据分析的互联网广告投放策略研究", Peking University
  
• Dongjie Yuan (袁东杰), 2022,"大数据中台产品构建技术研究", Peking University
  
• Min Xiong (熊敏), 2022,"基于机器学习与价量技术因子的量化选股实证研究", Peking University
  
• Yang Wang (王扬), 2022,"基于机器学习的信用卡贷款违约模型研究", Peking University
  
• Lixue Shi (史立学), 2022,"通信运营商携号转网用户特征分析与预测", Peking University
  
• Erhan Yang (杨尔翰), 2021,"基于六西格玛的5G个人客户初期营销服务流程设计--以北京CU运营商为例", Peking University
  
• Yiming Qian (钱一鸣), 2021,"基于分类机器学习方法的信用评分研究与应用", 在职MEM, Peking University
  
• Rongfang Li (李荣芳), 2021,"上市公司财务异常识别与分析", Peking University
  
• Yongjun Liu (刘永军), 2020,"Sales Forecast based on Big Data of Food Safety Platform", Peking University
  
• Zhixing Zhou (周志星), 2020,"Barra Multi-factor Model based Stock Return Analysis and Application"
  
• Yinsheng Luo (罗银生), 2020,"Quality Inspection and Control of Automotive Heating and Cooling Components Based on Infrared Thermal Imaging Technology", Peking University
  
• Yuan Feng (冯源), 2019,"Application of Six Sigma Management in Musical Instrument Manufacturing"
  
• Linmei Wang (王林梅), 2019,"Income Generation System of Project Based on Hall Three-dimensional Structure", Peking University
  

B.S. Graduates（已毕业本科生）

• Jinmin Lin (林锦铭), 2022, Engineering Mechanics, Peking University
• Song Huang (黄松), 2021, Theoretical and Applied Mechanics, Peking University
• Yinxiong Qi (戚寅雄), 2020, Department of Mechanics, Peking University
• Ruiyu Xu (徐瑞宇), 2019, Energy and Resource Eng., Peking University
• Manuel Mar Del Hierro, 2017, Mechanical Engineering, UTEP