Ali's website

My Research journey

My past research had me apply nonlinear controllers to underactuated mechanical linkages; employ non-identifier-based high-gain adaptive control in the guidance of underactuated underwater vehicles, in the discovery of nonlinear dynamics from data, and in the parameter identification of systems like Li-ion batteries, friction in unactuated joints, and underwater vehicles; exploit stochastic techniques in identifying faults in power lines, transformers, and Li-ion batteries; and combine stochastic filters with optimization routines to improve battery management systems, monitor chemotherapeutic drug delivery trials, and report on the structural integrity of bridges. I have had the chance to participate in interdisciplinary research projects, while collaborating with international researchers, and that enabled me to practice applying modeling, dynamics, control, estimation, and system identification.

My research interests are heading to the intersection of robotics, machine learning, control theory, and artificial intelligence.