Christophe Bonneville

According to our database, Christophe Bonneville authored at least 6 papers between 2020 and 2024.

Collaborative distances:

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

2024

A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling.

Christophe Bonneville, Xiaolong He, April Tran, Jun Sur Richard Park, William Fries, Daniel A. Messenger, Siu Wun Cheung, Yeonjong Shin, David M. Bortz, Debojyoti Ghosh, Jiun-Shyan Chen, Jonathan L. Belof, Youngsoo Choi

CoRR, 2024

2023

Data-Driven Autoencoder Numerical Solver with Uncertainty Quantification for Fast Physical Simulations.

Christophe Bonneville, Youngsoo Choi, Debojyoti Ghosh, Jonathan L. Belof

CoRR, 2023

GPLaSDI: Gaussian Process-based Interpretable Latent Space Dynamics Identification through Deep Autoencoder.

Christophe Bonneville, Youngsoo Choi, Debojyoti Ghosh, Jonathan L. Belof

CoRR, 2023

2022

Bayesian deep learning for partial differential equation parameter discovery with sparse and noisy data.

Christophe Bonneville, Christopher J. Earls

J. Comput. Phys. X, 2022

2021

Gaussian processes for shock test emulation.

Christophe Bonneville, Maxwell Jenquin, Juan Londono, Alex Kelly, Jeffrey Cipolla, Christopher J. Earls

Reliab. Eng. Syst. Saf., 2021

2020

A Principled Approach to Design Using High Fidelity Fluid-Structure Interaction Simulations.

Wensi Wu, Christophe Bonneville, Christopher J. Earls

CoRR, 2020