Portfolio

Poster 1: Mechanics-informed autoencoder enables automated detection and localization of unforeseen structural damage

Our work is pubulished at Nature Communications and selected as Editors’ Highlights! Please check out the Paper and GitHub repository.

Poster 2: NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems

Check out our publication here.

Poster 3: Estimating field parameters from multiphysics governing equations with scarce data

A portion of this work is available at here.

Poster 4: Data-driven mechanical behavior modeling of granular biomass materials

Check out our publication here.