Ashkan Haji Hosseinloo

I am a Ph.D. candidate in the department of Mechanical Engineering at MIT working with Prof. Turitsyn (Kostya Turitsyn's group). My Ph.D. research focuses on nonlinear vibration energy harvesting; from fundamental limits to practical approaches. I study maximal power limits of vibratory energy harvesters and how we could leverage nonlinearity and instability to approach these limits in practice. I have also studied the robustness issues under parametric and environmental uncertainties in passive and active harvesters.

In general, my research passion is to solve complex real-world problems in dynamics and control by developing novel techniques using insights from numerous different disciplines of science and engineering. My research activities began with classical structural vibration analysis and control and have transitioned towards more unconventional approaches in dynamical systems. My current research goal is to augment classical approaches in dynamics and control with novel tools from nonlinear dynamics and machine learning to extend the applicability and scalability of conventional methods to new and interesting problems across different disciplines. Some interesting applications include designing tunable structures and fast motion actuators by exploiting nonlinearity and structural instabilities. Another potential application that I am interested in is real-time structural health monitoring and vibration control of complex structures by leveraging distributed measurements and machine learning.