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Benchmarking CPU, GPU, and ML Power-Flow Solvers from 14 to 70,000 Buses

Benjamin Donnot et al.
arXiv CS · Papers
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clouddistributed-computingparallel-computing
Learned surrogates for power-flow (PF) computation are usually motivated by speed, compared against a single CPU-based baseline. We show this comparison is fragile: across 7 open-source CPU-based solvers evaluated on identical inputs, throughput varies by roughly 2.5-3 orders of magnitude, so the ch
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