Research

Improved Aircraft System Identification with Variational Inference

The main objective of this project is the development of a steady-state variational inference algorithm for parameter estimation of nonlinear dynamical systems subject to measurement and process noise. A secondary objective is studying the solution of the underlying VI optimization problem with stochastic programming methods using graphical processing units (GPUs) and multiple compute nodes.