Browsing Civil Engineering (CiE) by Subject "Reduced order model"

Now showing items 1-2 of 2

Adaptive reduced order modeling of dynamical systems through novel a posteriori error estimators : Application to uncertainty quantification

Hossain, Md Nurtaj

Multi-query problems such as uncertainty quantification, optimization of a dynamical system require solving a governing differential equation at multiple parameter values. Therefore, for large systems, the computational ...
Non-intrusive reduced order modeling of dynamical systems with large stochastic dimensions

Bharti, Chandan

The work done in this thesis falls under the broad category of computational mechanics. This thesis addresses the computational challenge of high-dimensional regression and interpolation within the framework of a proper ...