4 citations · 4 across the 3 of their papers we have counts for
3 papers
Adaptive parameters identification for nonlinear dynamics using deep permutation invariant networks
Mouad Elaarabi, Domenico Borzacchiello, Yves Le Guennec +2
The promising outcomes of dynamical system identification techniques, such as SINDy [Brunton et al. 2016], highlight their advantages in providing qualitative interpretability and…
Sparse approximations for contact mechanics
Kiran Sagar Kollepara, José V. Aguado, Yves Le Guennec +2
Low-rank model order reduction strategies for contact mechanics show limited dimensionality reduction due to linear inseparability of contact pressure field. Therefore, a dictionar…
Design of a commercial aircraft environment control system using Bayesian optimization techniques
Paul Feliot, Yves Le Guennec, Julien Bect +1
In this paper, we present the application of a recently developed algorithm for Bayesian multi-objective optimization to the design of a commercial aircraft environment control sys…