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Enriching Neural Network Training Dataset to Improve Worst-Case
  Performance Guarantees

Enriching Neural Network Training Dataset to Improve Worst-Case Performance Guarantees

23 March 2023
Rahul Nellikkath
Spyros Chatzivasileiadis
ArXivPDFHTML

Papers citing "Enriching Neural Network Training Dataset to Improve Worst-Case Performance Guarantees"

3 / 3 papers shown
Title
Modeling the AC Power Flow Equations with Optimally Compact Neural
  Networks: Application to Unit Commitment
Modeling the AC Power Flow Equations with Optimally Compact Neural Networks: Application to Unit Commitment
Alyssa Kody
Samuel C. Chevalier
Spyros Chatzivasileiadis
Daniel Molzahn
54
37
0
21 Oct 2021
Learning to Solve the AC Optimal Power Flow via a Lagrangian Approach
Learning to Solve the AC Optimal Power Flow via a Lagrangian Approach
Ling Zhang
Baosen Zhang
11
8
0
04 Oct 2021
Predicting AC Optimal Power Flows: Combining Deep Learning and
  Lagrangian Dual Methods
Predicting AC Optimal Power Flows: Combining Deep Learning and Lagrangian Dual Methods
Ferdinando Fioretto
Terrence W.K. Mak
Pascal Van Hentenryck
AI4CE
76
160
0
19 Sep 2019
1