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by Michael Klamkin, Mathieu Tanneau, Pascal Van Hentenryck • Published May 31, 2025 at 04:00 AM
Research

PGLearn -- An Open-Source Learning Toolkit for Optimal Power Flow

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The paper introduces PGLearn, a comprehensive suite of standardized datasets and evaluation tools designed to facilitate research in machine learning applications for Optimal Power Flow (OPF) problems, addressing current challenges of data scarcity and inconsistent benchmarking. By providing realistic, diverse datasets and a robust benchmarking toolkit, PGLearn aims to democratize access, promote fair comparison, and accelerate innovation in ML-driven energy grid optimization.

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