# Dzung Phan

## contact information

Research Staff Member

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

+19149451883

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

+19149451883

## links

### Professional Associations

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

**2018**

When Does Stochastic Gradient Algorithm Work Well?

Lam M. Nguyen, Nam H. Nguyen, Dzung T. Phan, Jayant R. Kalagnanam, Katya Scheinberg

Technical Report, 2018

Lam M. Nguyen, Nam H. Nguyen, Dzung T. Phan, Jayant R. Kalagnanam, Katya Scheinberg

Technical Report, 2018

**2017**

A Novel l0-constrained Gaussian Graphical Model for Anomaly Localization

Dzung T. Phan, Tsuyoshi Ide, Jayant Kalagnanam, Matt Menickelly, Katya Scheinberg

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

Tsuyoshi Ide, Dzung T. Phan, Jayant Kalagnanam

*Proceedings of the 2017 IEEE International Conference on Data Mining (ICDM 17)***2016**

Change Detection Using Directional Statistics

Tsuyoshi Ide, Dzung T. Phan, Jayant Kalagnanam

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

William W. Hager, Dzung T. Phan, Jiajie Zhu

*Journal of Global Optimization**65*(*4*), 657-676, 2016
Predicting and mitigating congestion for an electric power system under load and renewable uncertainty

Dzung T Phan, Soumyadip Ghosh

Dzung T Phan, Soumyadip Ghosh

*American Control Conference (ACC)*,*pp. 6791--6796*, 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

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**2015**

Multi-stage Optimization for Periodic Inspection Planning of Geo-distributed Infrastructure Systems

Dzung T. Phan, Yada zhu

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

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

Dzung T. Phan, Yada Zhu, and Jayant Kalagnanam

*21st ISSAT International Conference on Reliability and Quality in Design*, 2015
Minimal impact corrective actions in security-constrained optimal power flow via sparsity regularization

Dzung T. Phan, Andy Sun

Dzung T. Phan, Andy Sun

*IEEE Transactions on Power Systems**30*(*4*), 1947-1956, 2015
A Resource Supply-demand based Approach for Automatic MapReduce Job Optimization

Jinjun Xiong, Dzung T. Phan, David Kung

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

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**2014**

Some optimization models and techniques for electric power system short-term operations

Andy Sun, Dzung T. Phan

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

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

Dzung T. Phan, Jayant Kalagnanam

*IEEE Transactions on Power Systems**29*(*2*), 863 - 872, 2014**2013**

Periodic inspection optimization for infrastructure systems subject to hidden failures

Dzung T. Phan, Yada Zhu

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

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

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

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

William W. Hager, Dzung T. Phan, Hongchao Zhang

*Mathematical Programming**137*(*1-2*), 531-556, 2013**2012**

A distributed scheme for fair EV charging under transmission constraints

Dzung T Phan, Jinjun Xiong, Soumyadip Ghosh

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

Dzung T. Phan, Jayant Kalagnanam

*Proceedings of the 2012 IEEE PES Innovative Smart Grid Technologies (ISGT)*,*pp. 1-7*
Lagrangian duality and branch-and-bound algorithms for optimal power flow

D. T. Phan

D. T. Phan

*Operations Research**60*(*2*), 275--285, 2012
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

Y. Chen, W. W. Hager, F. Huang, D. T. Phan, X. Ye, W. Yin

*SIAM Journal on Imaging Sciences**5*(*1*), 90-118, 2012**2011**

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

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

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*
A two-stage non-linear program for optimal electrical grid power balance under uncertainty

Dzung Phan, Soumyadip Ghosh

Dzung Phan, Soumyadip Ghosh

*Proceedings of the Winter Simulation Conference*,*pp. 4227--4238*, 2011
Gradient-based methods for sparse recovery

William W. Hager, Dzung T. Phan, Hongchao Zhang

William W. Hager, Dzung T. Phan, Hongchao Zhang

*SIAM Journal on Imaging Sciences**4*(*1*), 146-165, 2011**2009**

An ellipsoidal branch and bound algorithm for global optimization

William W. Hager, Dzung T. Phan

William W. Hager, Dzung T. Phan

*SIAM Journal on Optimization**20*(*2*), 740-758, 2009**2001**

Parallel block predictor-corrector methods using Adams predictor types

Dzung T Phan

Dzung T Phan

*Proceedings of the HUT Scientific Conference*,*pp. 122-126*, 2001