Bio: Arya is a Computer Science Ph.D. student at the University of Maryland. He is advised by Dr. Jim Purtilo, Dr. Rodolphe Gentili & Dr. Jim Reggia. He is affiliated with Software Engineering at Maryland and the Neuromotor Control and Learning Laboratory. The objective of Arya's research is to investigate the dynamics of complex systems through both computational modeling and empirical data analysis approaches. So far, Arya has primarily studied the behavior of systems associated with cognitive-motor processes (e.g., mental demand) through electroencephalography (EEG) data. He is also interested in applications of this work to brain-computer interfaces and human spaceflight (e.g., long-term space exploration missions).
Research Interests
Complex systems, computational modeling, multivariate time series analysis, AI, ML, EEG