25 citations · 39 across the 3 of their papers we have counts for
3 papers
Monitoring weeder robots and anticipating their functioning by using advanced topological data analysis
Tarek Frahi, Abel Sancarlos, Matthieu Galle +5
The present paper aims at analyzing the topological content of the complex trajectories that weeder-autonomous robots follow in operation. We will prove that the topological descri…
Learning stable reduced-order models for hybrid twins
Abel Sancarlos, Morgan Cameron, Jean-Marc Le Peuvedic +4
The concept of Hybrid Twin (HT) has recently received a growing interest thanks to the availability of powerful machine learning techniques. This twin concept combines physics-base…
PGD-based advanced nonlinear multiparametric regressions for constructing metamodels at the scarce-data limit
Abel Sancarlos, Victor Champaney, Jean-Louis Duval +2
Regressions created from experimental or simulated data enable the construction of metamodels, widely used in a variety of engineering applications. Many engineering problems invol…