9 citations · 9 across the 4 of their papers we have counts for
3 papers · 1 filter
Structured Representation Learning for Behavior Cloning: How can we learn to safely control a nuclear power plant?
Perceval Beja-Battais, Alain Grosset{ê}te, Nicolas Vayatis
Learned models for industrial control are usually judged by aggregate accuracy, but accuracy at the component level does not guarantee safety once it is embedded in the system it i…
Enhancing Nuclear Reactor Core Simulation through Data-Based Surrogate Models
Perceval Beja-Battais, Alain Grossetête, Nicolas Vayatis
In recent years, there has been an increasing need for Nuclear Power Plants (NPPs) to improve flexibility in order to match the rapid growth of renewable energies. The Operator Ass…
Overview of AdaBoost : Reconciling its views to better understand its dynamics
Perceval Beja-Battais
Boosting methods have been introduced in the late 1980's. They were born following the theoritical aspect of PAC learning. The main idea of boosting methods is to combine weak lear…