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Logan Blakely

Sandia National Laboratories

P.O. Box 969

Livermore, CA 94551

United States

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Physics-Informed Machine Learning with Optimization-Based Guarantees: Applications to Ac Power Flow

Number of pages: 45 Posted: 12 Oct 2022
Michael Shannon Eydenberg, Jordan Jalving, Logan Blakely, Anya Castillo, Zachary Kilwein, Fani Boukouvala and Carl Laird
Sandia National Laboratories, affiliation not provided to SSRN, Sandia National Laboratories, affiliation not provided to SSRN, Georgia Institute of Technology, Georgia Institute of Technology and Carnegie Mellon University
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Abstract:

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neural networks, mixed-integer linear programming, verification, physics-informed machine learning