Ifigeneia's research interests cover aspects of dynamics, signal processing and machine learning. Areas of application of her research have been mostly in wind energy industry, aerospace and lately automated manufacturing. In most cases these applications focus on condition and performance monitoring of engineering systems and data-driven modelling.