Dzung Phan  Dzung Phan photo         

contact information

Research Staff Member, Master Inventor
Thomas J. Watson Research Center, Yorktown Heights, NY USA
  +1dash914dash945dash1883

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Professional Associations

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


2020

A method and system for automated generation of optimization model for system-wide plant optimization
Dzung T. Phan, Lam Nguyen, Pavankumar Murali, Nianjun Zhou

A Method for Tuning Hyper-parameters for Classification
Dzung T. Phan, Hongsheng Liu, Lam Nguyen

A Method and System for Quality Mode Prediction in Manufacturing and Process Industries using Tree-based Regression
Dzung T. Phan, Lam Nguyen, Pavankumar Murali


2019

Operations Management Optimization for Manufacturing and Process Control
Dzung T. Phan, Lam Nguyen, Pavankumar Murali, Hongsheng Liu

Method and apparatus for asset maintenance planning in geo-distributed networks
Dzung T. Phan, Anuradha Bhamidipaty, Bhanukiran Vinzamuri

System and Method for Quality Mode Prediction in Manufacturing and Process Industries
Haoran Zhu, Dzung T. Phan, Pavankumar Murali, Lam Nguyen

Determining Optimal Prediction Models Over Multiple Points in Time Considering Test Data
Arun Iyengar, Jeffrey Kephart, Dhavalkumar Patel, Dzung T. Phan, Chandrasekhara Reddy

Determining Optimal Prediction Models Over Multiple Points in Time
Arun Iyengar, Jeffrey Kephart, Dhavalkumar Patel, Dzung T. Phan, Chandrasekhara Reddy

Method and Apparatus for Quality Anomaly Detection and Remedial Recommendation
Dzung T. Phan, Robert Baseman, Fateh Tipu, Nam H. Nguyen, Ramachandran Muralidhar

Multi stage probabilistic LSTM system for tool control
Nam H. Nguyen, Dzung T. Phan, Robert Baseman, Fateh Tipu, Ramachandran Muralidhar

Model Management for Non-stationary Systems
Dzung T. Phan, Robert Baseman, Fateh Tipu, Nam H. Nguyen, Ramachandran Muralidhar

Prediction Optimization for System-level Production Control
Dzung T. Phan, Lam Nguyen, Pavankumar Murali, Jayant R. Kalagnanam


2018

System and method for securely learning pattern dictionary from noisy numerical data in distributed networks
Tsuyoshi Ide, Rudy Raymond, Dzung T. Phan

A Method and Apparatus for Compressing Deep Neural Networks
Dzung T. Phan, Lam Nguyen, Nam H Nguyen, Jayant R. Kalagnanam


2017

Managing Anomaly Detection Models for Fleets of Industrial Equipment
Tsuyoshi Ide, Dzung T. Phan


2016

Method and System for Learning Sparsity-Constrained Gaussian Graphical Models in Anomaly Detection
Dzung T. Phan, Matt Menickelly, Tsuyoshi Ide, Jayant Kalagnanam

Change detection on Stiefel manifolds
Tsuyoshi Ide, Dzung T. Phan, Jayant Kalagnanam

Method and system to predict and mitigate congestion for an electric power system under load and renewable uncertainty
Dzung T. Phan, Soumyadip Ghosh

Resource supply-demand based approach for automatic MapReduce job optimization
Jinjin Xiong, Dzung T. Phan, David Kung


2015

Method and system to assign supervisory crew members to reduce power outage causing by digging activities in electricity distribution systems
Dzung T. Phan, Yada Zhu, Jayant Kalagnanam

Planning economic energy dispatch in electrical grid under uncertainty
Dzung T. Phan, Soumaydip Ghosh
Patent US # 9058443

Distributed Control of Electric Power Grids
Soumyadip Ghosh, Dung Phan, Xu Sun
US Patent 20,150,377,936


2014

Optimized asset maintenance and replacement schedule
Dzung T. Phan, Jinjun Xiong

Minimal corrective actions in security-constrained optimal power flow via sparsity regularization
Dzung T. Phan, Andy Sun, and Soumyadip Ghosh

Method and system for planning periodic inspection of geo-distributed infrastructure systems
Dzung T. Phan, Yada Zhu
Patent US 13/957,496


2013


Planning periodic inspection of geo-distributed infrastructure systems
Dzung T. Phan, Yada Zhu
Patent US 13/957,496

Distributed charging of electrical assets
Soumyadip Ghosh, Dzung Phan, Mayank Sharma, Chai Wah Wu, JinJun Xiong
Patent US 13/839,755


2012

A Parallel Method for Comptuing Problem Functions for Optimal Power Flow
Dzung T. Phan, Gary Ditlow, and Jinjun Xiong

Phase Optimization for Transformer Aging
Gary Ditlow, Jinjun Xiong, and Dzung T. Phan