Terrence W. K. Mak

Minas Chatzos

Mathieu Tanneau

IEEE Trans. Smart Grid, November, 2023

Compact Optimization Learning for AC Optimal Power Flow.

[BibT_eX]

[DOI]

Seonho Park

Wenbo Chen

CoRR, 2023

2022

Active Bucketized Learning for ACOPF Optimization Proxies.

[BibT_eX]

[DOI]

Michael Klamkin

Mathieu Tanneau

CoRR, 2022

2021

Spatial Network Decomposition for Fast and Scalable AC-OPF Learning.

[BibT_eX]

[DOI]

Minas Chatzos

CoRR, 2021

Load Embeddings for Scalable AC-OPF Learning.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Differential Privacy for Power Grid Obfuscation.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

High-Fidelity Machine Learning Approximations of Large-Scale Optimal Power Flow.

[BibT_eX]

[DOI]

Minas Chatzos

CoRR, 2020

Bilevel Optimization for Differentially Private Optimization.

[BibT_eX]

[DOI]

CoRR, 2020

A Lagrangian Dual Framework for Deep Neural Networks with Constraints.

[BibT_eX]

[DOI]

CoRR, 2020

Lagrangian Duality for Constrained Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Predicting AC Optimal Power Flows: Combining Deep Learning and Lagrangian Dual Methods.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Dynamic Compressor Optimization in Natural Gas Pipeline Systems.

[BibT_eX]

[DOI]

Anatoly Zlotnik

Russell Bent

INFORMS J. Comput., 2019

Privacy-Preserving Obfuscation for Distributed Power Systems.

[BibT_eX]

[DOI]

CoRR, 2019

Privacy-Preserving Obfuscation of Critical Infrastructure Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2017

A nonlinear optimization model for transient stable line switching.

[BibT_eX]

[DOI]

Ian A. Hiskens

Proceedings of the 2017 American Control Conference, 2017

2016

Efficient dynamic compressor optimization in natural gas transmission systems.

[BibT_eX]

[DOI]

Anatoly Zlotnik

Hassan L. Hijazi

Russell Bent

Proceedings of the 2016 American Control Conference, 2016

2015

Ultra-weak solutions and consistency enforcement in minimax weighted constraint satisfaction.

[BibT_eX]

[DOI]

Constraints An Int. J., 2015

Power System Restoration With Transient Stability.

[BibT_eX]

[DOI]

Hassan L. Hijazi

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Power system restoration planning with standing phase angle and voltage difference constraints.

[BibT_eX]

[DOI]

Carleton Coffrin

Ian A. Hiskens

David J. Hill

Proceedings of the 2014 Power Systems Computation Conference, 2014

2013

A General Privacy Loss Aggregation Framework for Distributed Constraint Reasoning.

[BibT_eX]

[DOI]

Yuxiang Shi

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Maintaining Soft Arc Consistencies in BnB-ADOPT + during Search.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2013

2012

A Value Ordering Heuristic for Solving Ultra-Weak Solutions in Minimax Weighted CSPs.

[BibT_eX]

[DOI]

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Consistencies for Ultra-Weak Solutions in Minimax Weighted CSPs Using the Duality Principle.

[BibT_eX]

[DOI]

Arnaud Lallouet

Proceedings of the Principles and Practice of Constraint Programming, 2012

2011

Weighted Constraint Satisfaction Problems with Min-Max Quantifiers.

[BibT_eX]

[DOI]