Supervised Theses
PhD Theses
- Zhong Yi Wan, Physics-constrained machine learning strategies for turbulent flows and bubble dynamics, MIT, Center of Computational Science and Engineering, Dept. of Mechanical Engineering, June 2020. [pdf]
- Mustafa Mohamad, Direct and adaptive quantification schemes for extreme event statistics in complex dynamical systems, MIT, Dept. of Mechanical Engineering, September 2017. [pdf]
- Jocelyn Kluger, Synergistic design of a combined floating wind turbine - wave energy converter, MIT, Dept. of Mechanical Engineering, June 2017. [pdf]
- Han Kyul Joo, Probabilistic optimization of vibrational systems under stochastic excitation containing extreme forcing events, MIT, Dept. of Mechanical Engineering, March 2017. [pdf]
MSc Theses
- Rishabh Ishar, Estimation of precursors for extreme events using the adjoint based optimization approach, MIT, Dept. of Mechanical Engineering, February 2020. [pdf]
- Alexis-Tzianni Charalampopoulos, Machine learning non-local closures for turbulent anisotropic multiphase flows, MIT, Dept. of Mechanical Engineering, September 2019. [pdf]
- Stephen Carrol Guth, An exploration of data-driven techniques for predicting extreme events in intermittent dynamical systems, MIT, Dept. of Mechanical Engineering, September 2019. [pdf]
- Ioannis Dagres, Simulation-Guided Lattice Geometry Optimization of a Lightweight Metal Marine Propeller for Additive Manufacturing, MIT, Dept. of Mechanical Engineering, June 2019.
- Matt Washko, Risk Based Decision Making for the Deferment of US. Navy Submarine Maintenance, MIT, Dept. of Mechanical Engineering, June 2019.
- Udit Rathore, Quantification of extreme event statistics in ship design, MIT, Dept. of Mechanical Engineering, June 2019. [pdf]
- Kevin Wilson Stevens, Adaptive sequential sampling for extreme event statistics in ship design, MIT, Dept. of Mechanical Engineering, June 2018. [pdf]
- Sjaak de Vlaming, Analysis of consistently poor work estimates in U.S. submarine availabilities, MIT, Dept. of Mechanical Engineering, June 2018.
- Jessica Olena, Design, evaluation, and validation of a naval ship structural health monitoring tool, MIT, Dept. of Mechanical Engineering, June 2017. [pdf]
- Ben Thomson, Acoustically optimized propulsion systems using a cause-effect controller, MIT, Dept. of Mechanical Engineering, June 2017. [pdf]
- Zhong Yi Wan, Reduced-space Gaussian process regression forecast for nonlinear dynamical systems, MIT, Center for Computational Engineering, May 2016. [pdf]
- Mustafa Mohamad, Probabilistic quantification of intermittently unstable dynamical systems, MIT, Dept. of Mechanical Engineering, September 2015. [pdf]
- Saviz Mowlavi, Dynamically orthogonal reduced-order modeling of stochastic nonlinear water waves, MIT-EPFL, Dept. of Mechanical Engineering, February 2015. [pdf]
- Han Kyul Joo, Single-degree-of-freedom energy harvesters with stochastic excitation, MIT, Dept. of Mechanical Engineering, May 2014. [pdf]
- Jocelyn Kluger, Nonlinear beam-based vibration energy harvesters and load cells, MIT, Dept. of Mechanical Engineering, January 2014. [pdf]