75 citations · 116 across the 3 of their papers we have counts for
3 papers
Review and Recent Developments on the Perfectly Matched Layer (PML) Method for the Numerical Modeling and Simulation of Elastic Wave Propagation in Unbounded Domains
Florent Pled, Christophe Desceliers
This review article revisits and outlines the perfectly matched layer (PML) method and its various formulations developed over the past 25 years for the numerical modeling and simu…
A robust solution of a statistical inverse problem in multiscale computational mechanics using an artificial neural network
Florent Pled, Christophe Desceliers, Tianyu Zhang
This work addresses the inverse identification of apparent elastic properties of random heterogeneous materials using machine learning based on artificial neural networks. The prop…
Robust Multiscale Identification of Apparent Elastic Properties at Mesoscale for Random Heterogeneous Materials with Multiscale Field Measurements
Tianyu Zhang, Florent Pled, Christophe Desceliers
The aim of this work is to efficiently and robustly solve the statistical inverse problem related to the identification of the elastic properties at both macroscopic and mesoscopic…