output
20132026
most citedTabular Machine Learning Methods for Predicting Gas Turbine Emissions

20 citations

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4 papers · 1 filter

cond-mat.mtrl-sci2025

On the relation between microstructure and impact toughness of 17-4__PH stainless steel produced by powder bed fusion laser beam (PBF-LB)

Renata de Oliveira Melo, Jean-Bernard Vogt, Eric Nivet +6

This work investigated the effects of aging heat treatments on the microstructure and, consequently, the quasi-static (tensile properties) and dynamic (impact toughness) mechanical…

cs.LG2025★ 2 cited

DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series

Adrien Petralia, Paul Boniol, Philippe Charpentier +1

In recent years, electricity suppliers have installed millions of smart meters worldwide to improve the management of the smart grid system. These meters collect a large amount of…

cs.LG2025★ 1 cited

Few Labels are all you need: A Weakly Supervised Framework for Appliance Localization in Smart-Meter Series

Adrien Petralia, Paul Boniol, Philippe Charpentier +1

Improving smart grid system management is crucial in the fight against climate change, and enabling consumers to play an active role in this effort is a significant challenge for e…

cs.LG2025

Online Episodic Convex Reinforcement Learning

Bianca Marin Moreno, Khaled Eldowa, Pierre Gaillard +2

We study online learning in episodic finite-horizon Markov decision processes (MDPs) with convex objective functions, known as the concave utility reinforcement learning (CURL) pro…