Current Research Interests
Reduced Order Modeling
Application of projection-based reduced-order modeling techniques to challenging multiscale multiphysics simulations
Model reduction algorithm and methods development
Nonlinear manifold learning techniques
Uncertainty Quantification
Uncertainty propagation in large-scale networks
Stochastic partial differential equations
Computational Heat Transfer
Large-scale high-fidelity simulations of complex engineered systems
Numerical methods
Multiphysics coupling
Eulerian and Lagrangian methods for multiphase flows