Dzung Phan  Dzung Phan photo         

contact information

Research Staff Member
Thomas J. Watson Research Center, Yorktown Heights, NY USA


Professional Associations

Professional Associations:  American Mathematical Society (AMS)  |  INFORMS  |  Society for Industrial and Applied Mathematics


When Does Stochastic Gradient Algorithm Work Well?
Lam M. Nguyen, Nam H. Nguyen, Dzung T. Phan, Jayant R. Kalagnanam, Katya Scheinberg
Technical Report, 2018


A Novel l0-constrained Gaussian Graphical Model for Anomaly Localization
Dzung T. Phan, Tsuyoshi Ide, Jayant Kalagnanam, Matt Menickelly, Katya Scheinberg
Proceedings of the 17th International Conference on Data Mining Workshops (ICDMW 2017), pp. 830-833

Multi-task Multi-modal Models for Collective Anomaly Detection
Tsuyoshi Ide, Dzung T. Phan, Jayant Kalagnanam
Proceedings of the 2017 IEEE International Conference on Data Mining (ICDM 17)


Change Detection Using Directional Statistics
Tsuyoshi Ide, Dzung T. Phan, Jayant Kalagnanam
Proceedings of the Twenty-Fifrth International Joint Conference on Artificial Intelligence (IJCAI 16), 2016

Projection Algorithms for Nonconvex Minimization with Application to Sparse Principal Component Analysis
William W. Hager, Dzung T. Phan, Jiajie Zhu
Journal of Global Optimization 65(4), 657-676, 2016

Managing uncertainty in electricity generation and demand forecasting
K Warren, R Ambrosio, B Chen, YH Fu, S Ghosh, Dzung T. Phan, M Sinn, CH Tian, C Visweswariah
IBM Journal of Research and Development 60(1), 8--1, IBM, 2016


Multi-stage Optimization for Periodic Inspection Planning of Geo-distributed Infrastructure Systems
Dzung T. Phan, Yada zhu
European Journal of Operational Research 245(3), 797-804, 2015

Asset health management using predictive and prescriptive analytics for the electric power grid
Aanchal Aggarwal, Ernauli Aprilia, Geert Janssen, Younghun Kim, Tarun Kumar, Richard Mueller, Dzung T. Phan, Abhishek Raman, Jeroen Schuddebeurs, Jinjun Xiong, Rui Zhang
IBM Journal of Research and Development, 2015

Optimal Crew Site Visit to Improve the Reliability of Electricity Distribution Networks
Dzung T. Phan, Yada Zhu, and Jayant Kalagnanam
21st ISSAT International Conference on Reliability and Quality in Design, 2015

A Resource Supply-demand based Approach for Automatic MapReduce Job Optimization
Jinjun Xiong, Dzung T. Phan, David Kung
17th IEEE International Conference on High Performance Computing and Communications (HPCC), 2015

Validation of the Effectiveness of Virtual Instrumentation for Distribution Transformers
Lia Aprilia, Tongyou Gu, Bert Hollander, Geert Janssen, Dzung Phan, Jeroen Schuddebeurs, Jinjun Xiong, Yada Zhu
23rd International Conference and Exhibition on Electricity Distribution (CIRED), 2015


Some optimization models and techniques for electric power system short-term operations
Andy Sun, Dzung T. Phan
Wiley Encyclopedia of Operations Research and Management Science, Wiley Online Library, 2014

Two-stage stochastic optimization for optimal power flow under renewable generation uncertainty
Dzung Phan, Soumyadip Ghosh
ACM Transactions on Modeling and Computer Simulation (TOMACS) 24(1), 2, ACM, 2014

Some efficient optimization methods for solving the security-constrained optimal power flow problem
Dzung T. Phan, Jayant Kalagnanam
IEEE Transactions on Power Systems 29(2), 863 - 872, 2014


Periodic inspection optimization for infrastructure systems subject to hidden failures
Dzung T. Phan, Yada Zhu
19th ISSAT International Conference Proceedings on Reliability and Quality in Design, pp. 1-7, 2013

Fully decentralized optimal power flow algorithms
Andy Sun, Dzung T. Phan, Soumyadip Ghosh
Proceedings of the 2013 IEEE Power and Energy Society General Meeting

A case study of applying a novel asset maintenance optimization methodology to electricity distribution utilities using simulation strengthened analytics
J.D.Schuddebeurs, J. Xiong, R. van Hees, T. Gu, E.C. Aprilia, G. Ditlow, D. Phan, G. Janssen, E. Acar, Y. Zhu
Proceedings of the Asset Management Conference, pp. 1-7, 2013

Optimization approaches to security-constrained unit commitment and economic dispatch with uncertainty analysis
Dzung T. Phan, Ali Koc
Optimization and Security Challenges in Smart Power Grids Energy Systems, pp. 1-37, Springer, 2013

An exact algorithm for graph partitioning
William W. Hager, Dzung T. Phan, Hongchao Zhang
Mathematical Programming 137(1-2), 531-556, 2013


A distributed scheme for fair EV charging under transmission constraints
Dzung T Phan, Jinjun Xiong, Soumyadip Ghosh
2012 American Control Conference (ACC), pp. 1053--1058

Distributed methods for solving the security-constrained optimal power flow problem
Dzung T. Phan, Jayant Kalagnanam
Proceedings of the 2012 IEEE PES Innovative Smart Grid Technologies (ISGT), pp. 1-7

Fast algorithms for image reconstruction with application to partially parallel MR imaging
Y. Chen, W. W. Hager, F. Huang, D. T. Phan, X. Ye, W. Yin
SIAM Journal on Imaging Sciences 5(1), 90-118, 2012


Framework for large-scale modeling and simulation of electricity systems for planning, monitoring, and secure operations of nextgeneration electricity grids
E. Acar, B. Agrawal, A. R. Conn, G. Ditlow, P. Feldmann, U. Finkler, B. Gaucher, A. Gupta, F. Heng, J. Kalagnanam, A. Koc, D. Kung, D.T. Phan, A. Singhee, B. Smith, J. Xiong
Proceedings of Computational Needs for the Next Generation Electric Grid, 2011

Power generation management under time-varying power and demand conditions
Soumyadip Ghosh, Dan A Iancu, Dmitriy Katz-Rogozhnikov, Dzung T Phan, Mark S Squillante
2011 IEEE Power and Energy Society General Meeting, pp. 1--7

Gradient-based methods for sparse recovery
William W. Hager, Dzung T. Phan, Hongchao Zhang
SIAM Journal on Imaging Sciences 4(1), 146-165, 2011


An ellipsoidal branch and bound algorithm for global optimization
William W. Hager, Dzung T. Phan
SIAM Journal on Optimization 20(2), 740-758, 2009


Parallel block predictor-corrector methods using Adams predictor types
Dzung T Phan
Proceedings of the HUT Scientific Conference, pp. 122-126, 2001