Research

The research in our laboratory includes various aspects of theoretical, experimental, and numerical investigations that currently focus on three main areas.

Advanced Multivariate Time Series Analysis

We develop new advanced multivariate time series analysis methods used in system and parameter identification, structural health monitoring, and data and model reduction.

More on advanced Multivariate Analysis

Damage Diagnostics and Prognostics

We study material and physiological fatigue, including modeling and practical life or fatigue prediction for organisms, advanced materials, and engineered structures.

Diagnosing and Prognosing damage and fatigue

Experimental Nonlinear Time Series Analyses

We develop novel experimental nonlinear time series analysis for dynamical system characterization and identification, modeling, prediction, and structural health monitoring.

system IDENTIFICATION and characterization