Rachael Kha
Chemical engineering
Hometown: Chandler, Arizona, United States
Graduation date: Spring 2021
FURI | Spring 2021
Model-on-Demand (MoD) Estimation for Behavioral Intervention Optimization
This project explores the use of Model-on-Demand (MoD) estimation to model noisy, nonlinear time series data. MoD estimation has been examined for two applications: (1) a continuously-stirred tank reactor and (2) walking behavior from HeartSteps, a microrandomized study that aims to encourage physical activity. While the former demonstrates that MoD can be applied to noisy, nonlinear data, the latter explores MoD’s effectiveness in more complex systems, accounting for environmental factors such as weather and time of day. Better models created through MoD will allow researchers to provide more accurate behavioral health interventions.
Mentor: Daniel Rivera
It’s hip to be square.
Students presenting projects at the Fulton Forge Student Research Expo are encouraged to download this personal QR code and include it within your poster. This allows expo attendees to explore more about your project and about you in the future.
Right click the image to save it to your computer.