Dongping Du EDUCATION PROFESSIONAL EXPERIENCE. PUBLICATIONS Journal Papers: Published & Accepted Papers
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1 EDUCATION Dongping Du Assistant Professor Texas Tech University, Lubbock, TX Tel: Website: Ph.D., Industrial Engineering, University of South Florida, May 2015 M.Sc., Industrial Engineering, University of South Florida, May 2012 M.Sc., Electrical Engineering, China University of Mining and Technology (Beijing), July 2010 B.Sc., Electrical Engineering, China University of Mining and Technology (Beijing), July 2008 PROFESSIONAL EXPERIENCE Sept ~ Present, Assistant Professor, Industrial, Manufacturing, and Systems Engineering, TTU Jul ~ May 2015, Research Assistant, Industrial & Management Systems Engineering, USF PUBLICATIONS Journal Papers: Published & Accepted Papers [1] Son, J., Du, D., Stochastic Modeling and Dynamic Analysis of the Cardiovascular System with Rotary Left Ventricular Assist Devices, Mathematical Problems in Engineering, [2] Hu, Z.*, Du, D., Efficient Uncertainty Quantification and Propagation in Multi-scale Modeling of Cardiac Electrophysiology, Computers in Biology and Medicine, Vol. 102, pp , [3] Zhu, L.*, Kan, C., Du, D., Du, D., Heart Rate Monitoring during Physical Exercise from Photoplethysmography using Neural Network, IEEE Sensor Letters, Vol. 2(a) pp. 1-4, [4] Du, Y, Du, D., Fault Detection and Diagnosis using Empirical Mode Decomposition based Principal Component Analysis, Computers and Chemical Engineering, 57 (27), pp , 2018 [5] Du, Y, Budman, H; Duever, T. A.; Du, D. Fault Detection and Diagnosis for Nonlinear Chemical Process using Lasso and Gaussian Process. Industrial & Engineering Chemistry Research, Vol. 115, pp 1-21, [6] Zhou, Y., Hu, Z.*, Du, D., Tan, G. Z., The effects of collector geometry on the internal structure of the 3D nanofiber scaffold fabricated by divergent electrospinning, The International Journal of Advanced Manufacturing Technology, pp. 1-10, [7] D. Du, H. Yang, S. A. Norring, and E. S. Bennett, In-silico Modeling of the Functional Role of Reduced Sialylation in Sodium and Potassium Channel Gating of Mouse Ventricular Myocytes, IEEE Journal of Biomedical and Health Informatics, Vol 22(2), pp , [8] Wang, H., Ning, F., Hu, Y., Du, D., Cong, W. (2017). Surface grinding of CFRP composites using rotary ultrasonic machining: design of experiment on cutting force, torque and surface roughness. International Journal of Manufacturing Research, 12(4), , 2017 [9] Xing, W., Du, D. Dropout Prediction in MOOCs: Using Deep Learning for Personalized Intervention. Journal of Educational Computing Research, accepted, 2017 [10] D. Du, H. Yang, A. R. Ednie, and E. S. Bennett, Statistical Metamodeling and Sequential Design of Computer Experiments to Model Glyco-altered Gating of Sodium Channels in Cardiac Myocytes, IEEE Journal of Biomedical and Health Informatics, Vol. 20, No. 5, [11] D. Du, H. Yang, S. A. Norring, and E. S. Bennett, In-Silico Modeling of Glycosylation Modulation Dynamics in HERG Channels and Cardiac Electrical Signaling, IEEE Journal of Biomedical and Health Informatics (Feature Article), Vol. 18, No. 1, 2013 [12] S. A. Norring, A. R. Ednie, T. A. Schwetz, D. Du, H. Yang and E. S. Bennett, Channel Sialic Acids Limit herg Channel Activity During the Ventricular Action Potential, The FASEB Journal, Vol. 27, Issue 2, p , Du, Dongping
2 Under Review and Working Papers [13] Hu, Z.*, Du, D., Stochastic Modeling of the Impacts of Reduced Sialylation on Cardiac Electrical Signaling, the International Journal of Molecular Sciences, the International Journal of Molecular Sciences, 2018 [14] Hu, Z.*, Du, D., Gaussian Process-Based Spatial Temporal Modeling of Electrical Activities in Atrial Fibrillation for Abnormal Source Identification, IEEE transactions on biomedical engineering, [15] Koneshloo, A.*, Du, D., Trigger Identification in Persistent Atrial Fibrillation Using Statistical Models and Two-stage Optimization, IEEE Journal of Biomedical and Health Informatics, 2018 Conference Proceedings [16] Son, J., Y. Du, D. Du, Propagation of Parametric Uncertainty in Aliev-Panfilov Model of Cardiac Excitation, submitted to 2018 IEEE Engineering in Medicine and Biology Society Conference (EMBC), Honolulu, HI, 2018 [17] Y. Du, D. Du, Robust Control Design of Heart Rate Response during Treadmill Exercise under Parametric Uncertainty, submitted to 2018 IEEE Engineering in Medicine and Biology Society Conference (EMBC), Honolulu, HI, 2018 [18] Koneshloo, A.*, Coronary Heart Disease Diagnosis Using Kernel PCA and Adaptive Boosting, Proceedings of the 2018 IISE Annual Conference, Orlando, May, 2018 [19] D. Du, Y. Du, Cardiac Image Segmentation Using Generalized Polynomial Chaos Expansion and Level Set Function, Proceedings of 2017 IEEE Engineering in Medicine and Biology Society Conference (EMBC), Jeju Island, Korean, July., [20] D. Du, Y. Du, Global Sensitivity Analysis for developing biological models: Application to K+ channel Model in Mouse Ventricular Myocytes, Proceedings of 2016 IEEE Engineering in Medicine and Biology Society Conference (EMBC), Jeju Island, Korean, July., 2017 [21] Y. Du, D. Du, Propagation of Parametric Uncertainty for The K+ Channel Model In Mouse Ventricular Myocytes, Proceedings of 2016 IEEE Engineering in Medicine and Biology Society Conference (EMBC), Orlando, FL, Aug., 2016 [22] D. Du, Y. Du, Detection of Propagating Directions of Electrical Wavefront in Atrial Fibrillation, Proceedings of 2016 IEEE Engineering in Medicine and Biology Society Conference (EMBC), Orlando, FL, Aug [23] D. Yu, D. Du, H. Yang, and Y. Tu, Parallel Computing Simulation of Electrical Excitation and Conduction in the 3D Human Heart, Proceedings of 2014 IEEE Engineering in Medicine and Biology Society Conference (EMBC), p , Chicago, IL, Sept., 2014 [24] D. Du, H. Yang, S. A. Norring, and E. S. Bennett, Multiscale Modeling of Glycosylation Modulation Dynamics in Cardiac Electrical Signaling, Proceedings of 2011 IEEE Engineering in Medicine and Biology Society Conference (EMBC), p , Boston, MA, August, 2011 (IBM Best Paper Award) * student advised FUNDED RESEARCH PROJECTS Collaborative Research: Personalized Modeling, Monitoring and Control for Advancing Ventricular Assist Device Therapy in End-stage Heart Failure, PI, NSF CMMI , $275,974.00, 08/ /2020. EAGER: Collaborative Research: Collaborative Sensing, Modeling and Optimization of Postoperative Management of Heart Health, PI, NSF CMMI , $99,806.00, 09/ /2018. TEACHING EXPERIENCE IE5319 Risk Modeling and Assessment, Spring, 2016 & 2017, 2018 IE5345 Reliability Theory, Fall, 2016 & 2017 SERVICE ACTIVITIES Reviewer IISE transactions on healthcare systems engineering 2 Du, Dongping
3 IEEE Transactions on Automation Science and Engineering Computers in Biology and Medicine IEEE Journal of Biomedical and Health Informatics Journal of Manufacturing Systems Energy Systems ASME Journal of Manufacturing Science and Engineering Journal of Educational Computing Research Track Chair 2016 IISE Modeling and Simulation Track, Anaheim, CA 2017 IISE Computer and Information System Track, Philadelphia, PA Board Director, IISE Computer and Information System Division, 2017~2020 Webinar Coordinator, IISE Computer and Information System Division Session Chair Data Analytics and System Informatics in Healthcare Applications, 2017 ISERC, 2018 Uncertainty Analysis in Modeling, Control, and Optimization, 2017 INFORMS, Houston, TX Healthcare Modeling and Optimization, 2015 INFORMS, Philadelphia, PA Graduate Committee Member, IE, Texas Tech University Scholarship Committee, IE, Texas Tech University Council Member, International Affairs, Texas Tech University International Collaboration Committee Chair, IE, Texas Tech University COMMITTEE MEMBERSHIPS FOR GRADUATE STUDENTS As advisor: Zhiyong Hu (09/2016~present), Adib Zaman (06/2018~present), Lianning Zhu (09/2016~present), Amir Koneshloo (08/2017~present), Oluwatosin Ogundare (Distance PhD student, 12/2016~12/2018), Sagar Chhetri (Distance PhD student, 01/2017~present) As Committee Member: Chao Wen Tseng (Graduated in May 2016), Harshvardhan Gazula (11/2015~present), Amanda Baty (Graduated in May 2017), Yang Yu (07/2016~present), Amin Nikakhtar (07/2016~present), Lewis Njualem (08/2016~present), Andrea L. Arias (10/2016~present), Nathanial Wiggins (11/2017~present), Tamer Yared (11/2017~present) PRESENTATIONS Koneshloo, A., Du, D., Atrial Fibrillation Source Identification Using Multinomial Distribution and Maximum Likelihood Estimation, INFORMS Annual Meeting 2018, Arizona, AZ, Nov Zhu, L., Du, D., Heart Rate Estimation using Wrist-type Photoplethysmography Based on Neural Network, INFORMS Annual Meeting 2018, Arizona, AZ, Nov Hu, Z, Du, D., Cardiac Surface Potential Prediction Based on Gaussian Process and Partial Differential Equation, INFORMS Annual Meeting 2018, Arizona, AZ, Nov L. Zhu, D. Du, Heart Rate Tracking Using Multiple Wrist-type Photoplethysmography during Physical Activities via Joint Sparse Spectrum Reconstruction, 2018 IEEE Engineering in Medicine and Biology Society Conference (EMBC), Honolulu, HI, July, 2018 J. Son, Y. Du, D. Du, Propagation of Parametric Uncertainty in Aliev-Panfilov Model of Cardiac Excitation, 2018 IEEE Engineering in Medicine and Biology Society Conference (EMBC), Honolulu, HI, July, 2018 Y. Du, D. Du, Robust Control Design of Heart Rate Response during Treadmill Exercise under Parametric Uncertainty, 2018 IEEE Engineering in Medicine and Biology Society Conference (EMBC), Honolulu, HI, July, 2018 Y. Du, D. Du, Fault Detection Using Empirical Mode Decomposition Based PCA and CUSUM with Application to the Tennessee Eastman Process, 10th IFAC International Symposium on Advanced Control of Chemical Process, Shenyang, China, July, 2018 Hu, Z., Du, D., Gaussian Process-based Spatial Temporal Modeling of Electrical Wave Propagation in Atrial Fibrillation, IIE Annual Conference & Expo, 2018, Orlando, FL Koneshloo, A., Du, D., Coronary Heart Disease Diagnosis Using Kernel PCA and Adaptive Boosting, IIE Annual Conference & Expo, 2018, Orlando, FL 3 Du, Dongping
4 Zhu, L., Du, D., "Classification of Intracardiac Electrogram During Atrial Fibrillation using Hidden Markov Models and Gaussian Mixture Models," INFORMS Annual Meeting, Houston, Oct. 24, Koneshloo, A., Du, D., "Coronary Heart Disease Diagnosis Using Kernel PCA and Adaptive Boosting," INFORMS Annual Meeting, Houston, Oct. 24, Hu, Z., Du, D., "Efficient Uncertainty Quantification and Propagation in Multi-Scale Modeling of Cardiac Electrophysiology," INFORMS Annual Meeting 2017, INFORMS, Houston, Oct. 24, D. Du, Y. Du, Global Sensitivity Analysis for developing biological models: Application to K+ channel Model in Mouse Ventricular Myocytes, The 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017, Jeju, South Korea. D. Du, Y. Du, Cardiac Image Segmentation Using Generalized Polynomial Chaos Expansion and Level Set Function, The 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017, Jeju, South Korea. D. Du, Modeling and Classification for Identifying Electrical Sources in Atrial Fibrillation, IIE Annual Conference & Expo, 2017, Pittsburgh, PA D. Du, Y. Du, Propagation of Parametric Uncertainty of K+ Channel Model in Mouse Ventricular Myocytes, The 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Orlando, FL. D. Du, Y. Du, Detection of the Propagating Direction of Electrical Waves in Atrial Fibrillation, The 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Orlando, FL D. Du, H. Yang, A. Ednie, and E. Bennett, Uncertainty Propagation in K+ channel Model of Mouse Ventricular Myocytes, IIE Annual Conference & Expo, 2016, Anaheim, CA D. Du, H. Yang, Simulation and Quantitative Analysis of Rhythmic Mechanisms in Atrial Fibrillation, INFORMS Annual Meeting, 2015, Philadelphia, PA D. Du, H. Yang, Simulation and Quantitative Analysis of Rhythmic Mechanisms in Atrial Fibrillation, INFORMS Healthcare Conference, 2015, Nashville, TN D. Du, H. Yang, A. Ednie, and E. Bennett, Statistical Metamodeling and Computer Experiments of Large-scale Cardiac Models, INFORMS Annual Meeting, 2014, San Francisco, CA D. Du, H. Yang, Parallel Computing Simulation of Electrical Excitation and Conduction in the 3D Human Heart, The 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014, Chicago, IL D. Du, H. Yang, A. Ednie, and E. Bennett, Statistical Metamodeling and Sequential Design of Computer Experiments to Model Glyco-altered Gating of Sodium Channels in Cardiac Myocytes, IIE Annual Conference & Expo, 2014, Montreal, QC, Canada D. Du, H. Yang, Predictive Modeling of Glycosylation Modulation Dynamics in Cardiac Electrical Signaling, INFORMS Annual Meeting, 2012, Phoenix, AZ D. Du, H. Yang, S. Norring, and E. Bennett, Multi-scale Modeling of Glycosylation Modulation Dynamics in Cardiac Electrical Signaling, INFORMS Annual Meeting, 2011, Charlotte, NC D. Du, H. Yang, S. Norring, and E. Bennett, In-silico Modeling of Glycosylation Modulation Dynamics in herg Channels and Cardiac Electrical Signaling, The 33th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2011, Boston, MA D. Du, H. Yang, Y. Chen, S. Norring, and E. Bennett Computer Model and Experiments of Glycosylation Modulation Dynamics in Cardiac Action Potentials, INFORMS Annual Meeting, 2010, Austin, TX HONORS AND AWARDS Feature Article by IEEE Journal of Biomedical and Health Informatics, 2014 IBM Best Paper Award (the 1st place) in the 33th Annual International Conference of IEEE Engineering in Medicine and Biology Society (EMBC), 2011 The 2nd Place in IIE Mobile App Competition for MESH software development in the IOS platform, IIE Annual Conference, 2014 Entrepreneurial Lead of NSF I-Corps Team for market research and commercialization of the Mobile and E-Network Smart Health Care (MESH) technology, NSF IIP , 2014 The 1st Place in CIEADH Doctoral Colloquium Poster Competition, IISE Annual Conference, Du, Dongping
5 PROFESSIONAL MEMBERSHIPS Institute for Operations Research and the Management Sciences (INFORMS) Institute of Industrial and Systems Engineers (IISE) Institute of Electrical and Electronics Engineers (IEEE) American Heart Association (AHA) Society of Women Engineers (SWE) 5 Du, Dongping
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