11 citations · 34 across the 21 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.LG2023★ 1 cited
GPU-Accelerated Verification of Machine Learning Models for Power Systems
Samuel Chevalier, Ilgiz Murzakhanov, Spyros Chatzivasileiadis
Computational tools for rigorously verifying the performance of large-scale machine learning (ML) models have progressed significantly in recent years. The most successful solvers…
eess.SY2023★ 7 cited
Scalable Bilevel Optimization for Generating Maximally Representative OPF Datasets
Ignasi Ventura Nadal, Samuel Chevalier
New generations of power systems, containing high shares of renewable energy resources, require improved data-driven tools which can swiftly adapt to changes in system operation. M…