The power grid library for benchmarking ac optimal power flow algorithms S Babaeinejadsarookolaee, A Birchfield, RD Christie, C Coffrin, ... arXiv preprint arXiv:1908.02788, 2019 | 104 | 2019 |
Predicting ac optimal power flows: Combining deep learning and lagrangian dual methods F Fioretto, TWK Mak, P Van Hentenryck Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 630-637, 2020 | 70 | 2020 |
Efficient dynamic compressor optimization in natural gas transmission systems TWK Mak, P Van Hentenryck, A Zlotnik, H Hijazi, R Bent 2016 American Control Conference (ACC), 7484-7491, 2016 | 37 | 2016 |
Differential privacy for power grid obfuscation F Fioretto, TWK Mak, P Van Hentenryck IEEE Transactions on Smart Grid 11 (2), 1356-1366, 2019 | 34 | 2019 |
Dynamic compressor optimization in natural gas pipeline systems TWK Mak, PV Hentenryck, A Zlotnik, R Bent INFORMS Journal on Computing 31 (1), 40-65, 2019 | 29 | 2019 |
High-fidelity machine learning approximations of large-scale optimal power flow M Chatzos, F Fioretto, TWK Mak, P Van Hentenryck arXiv preprint arXiv:2006.16356, 2020 | 22 | 2020 |
Privacy-preserving power system obfuscation: A bilevel optimization approach TWK Mak, F Fioretto, L Shi, P Van Hentenryck IEEE Transactions on Power Systems 35 (2), 1627-1637, 2019 | 22 | 2019 |
Maintaining soft arc consistencies in BnB-ADOPT+ during search P Gutierrez, JHM Lee, KM Lei, TWK Mak, P Meseguer International Conference on Principles and Practice of Constraint …, 2013 | 21 | 2013 |
Lagrangian duality for constrained deep learning F Fioretto, PV Hentenryck, TWK Mak, C Tran, F Baldo, M Lombardi Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020 | 20 | 2020 |
Power system restoration with transient stability H Hijazi, TWK Mak, P Van Hentenryck Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015 | 18 | 2015 |
Power system restoration planning with standing phase angle and voltage difference constraints TWK Mak, C Coffrin, P Van Hentenryck, IA Hiskens, D Hill 2014 Power Systems Computation Conference, 1-8, 2014 | 17 | 2014 |
Privacy-preserving obfuscation of critical infrastructure networks F Fioretto, TWK Mak, P Van Hentenryck arXiv preprint arXiv:1905.09778, 2019 | 11 | 2019 |
Privacy-preserving obfuscation for distributed power systems TWK Mak, F Fioretto, P Van Hentenryck Electric Power Systems Research 189, 106718, 2020 | 10 | 2020 |
Spatial network decomposition for fast and scalable ac-opf learning M Chatzos, TWK Mak, P Vanhentenryck IEEE Transactions on Power Systems, 2021 | 7 | 2021 |
A nonlinear optimization model for transient stable line switching TWK Mak, P Van Hentenryck, IA Hiskens 2017 American Control Conference (ACC), 2085-2092, 2017 | 7 | 2017 |
A lagrangian dual framework for deep neural networks with constraints F Fioretto, TW Mak, F Baldo, M Lombardi, P Van Hentenryck arXiv preprint arXiv:2001.09394, 2020 | 5 | 2020 |
Phase transitions for optimality gaps in optimal power flows a study on the French transmission network TWK Mak, L Shi, P Van Hentenryck arXiv preprint arXiv:1807.05460, 2018 | 4 | 2018 |
Consistencies for ultra-weak solutions in minimax weighted csps using the duality principle A Lallouet, JHM Lee, TWK Mak International Conference on Principles and Practice of Constraint …, 2012 | 4 | 2012 |
Weighted constraint satisfaction problems with min-max quantifiers JHM Lee, TWK Mak, J Yip 2011 IEEE 23rd International Conference on Tools with Artificial …, 2011 | 4 | 2011 |
Ultra-weak solutions and consistency enforcement in minimax weighted constraint satisfaction A Lallouet, JHM Lee, TWK Mak, J Yip Constraints 20 (2), 109-154, 2015 | 3 | 2015 |