42 citations · 45 across the 3 of their papers we have counts for
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cs.LG2021
Data-Driven Time Series Reconstruction for Modern Power Systems Research
Minas Chatzos, Mathieu Tanneau, Pascal Van Hentenryck
A critical aspect of power systems research is the availability of suitable data, access to which is limited by privacy concerns and the sensitive nature of energy infrastructure.…
cs.LG2021
Spatial Network Decomposition for Fast and Scalable AC-OPF Learning
Minas Chatzos, Terrence W. K. Mak, Pascal Van Hentenryck
This paper proposes a novel machine-learning approach for predicting AC-OPF solutions that features a fast and scalable training. It is motivated by the two critical considerations…