Self-Supervised Learning for Large-Scale Preventive Security Constrained
DC Optimal Power Flow

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Self-Supervised Learning for Large-Scale Preventive Security Constrained DC Optimal Power Flow

29 November 2023

Pascal Van Hentenryck

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Papers citing "Self-Supervised Learning for Large-Scale Preventive Security Constrained DC Optimal Power Flow"

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Title
End-to-End Feasible Optimization Proxies for Large-Scale Economic Dispatch Wenbo Chen Mathieu Tanneau Pascal Van Hentenryck 76 36 0 23 Apr 2023
Self-Supervised Primal-Dual Learning for Constrained Optimization Seonho Park Pascal Van Hentenryck 61 51 0 18 Aug 2022
Learning Optimization Proxies for Large-Scale Security-Constrained Economic Dispatch Wenbo Chen Seonho Park Mathieu Tanneau Pascal Van Hentenryck 54 45 0 27 Dec 2021
DC3: A learning method for optimization with hard constraints P. Donti David Rolnick J. Zico Kolter AI4CE 71 196 0 25 Apr 2021
Predicting AC Optimal Power Flows: Combining Deep Learning and Lagrangian Dual Methods Ferdinando Fioretto Terrence W.K. Mak Pascal Van Hentenryck AI4CE 126 203 0 19 Sep 2019
Learning to Solve Large-Scale Security-Constrained Unit Commitment Problems Á. Xavier F. Qiu Shabbir Ahmed 47 146 0 04 Feb 2019
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 423 10,531 0 21 Jul 2016