2 papers
cs.CE2023
GPLaSDI: Gaussian Process-based Interpretable Latent Space Dynamics Identification through Deep Autoencoder
Christophe Bonneville, Youngsoo Choi, Debojyoti Ghosh +1
Numerically solving partial differential equations (PDEs) can be challenging and computationally expensive. This has led to the development of reduced-order models (ROMs) that are…
cs.CE2020
A Principled Approach to Design Using High Fidelity Fluid-Structure Interaction Simulations
Wensi Wu, Christophe Bonneville, Christopher J. Earls
A high fidelity fluid-structure interaction simulation may require many days to run, on hundreds of cores. This poses a serious burden, both in terms of time and economic considera…