Corentin Lapeyre

According to our database, Corentin Lapeyre authored at least 6 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Learning an optimised stable Taylor-Galerkin convection scheme based on a local spectral model for the numerical error dynamics.

Luciano Drozda, Pavanakumar Mohanamuraly, Lionel Cheng, Corentin Lapeyre, Guillaume Daviller, Yuval Realpe, Amir Adler, Gabriel Staffelbach, Thierry Poinsot

J. Comput. Phys., November, 2023

Data-driven wall modeling for turbulent separated flows.

Dorian Dupuy, Nicolas Odier, Corentin Lapeyre

J. Comput. Phys., 2023

Performance Study of Convolutional Neural Network Architectures for 3D Incompressible Flow Simulations.

Ekhi Ajuria Illarramendi, Michael Bauerheim, Neil Ashton, Corentin Lapeyre, Bénédicte Cuenot

Proceedings of the Platform for Advanced Scientific Computing Conference, 2023

NeuralODE-Based Latent Trajectories into AutoEncoder Architecture for Surrogate Modelling of Parametrized High-Dimensional Dynamical Systems.

Michele Lazzara, Max Chevalier, Corentin Lapeyre, Olivier Teste

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022

Improving Surrogate Model Prediction by Noise Injection into Autoencoder Latent Space.

Michele Lazzara, Max Chevalier, Jasone Garay-Garcia, Corentin Lapeyre, Olivier Teste

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

2015

Numerical study of flame stability, stabilization and noise in a swirl-stabilized combustor under choked conditions. (Etude numerique de la stabilite, la stabilisation et le bruit de flamme dans un bruleur tourbillonnaire en conditions amorcees).

Corentin Lapeyre

PhD thesis, 2015