Research

Methods

          Data Assimilation                    Machine Learning                Uncertainty Quantification

 

Applications

Data-augmented physiological modeling

[Data Assimilation, Inverse Problem]

 

      

Data-driven turbulence modeling

[Machine Learning]

 

    

Bayesian uncertainty quantification and reduction in turbulence model

[Uncertainty, Bayesian]

 

      

Inverse problem in other CFD applications — Turbulent flows, Tsunami flows

[PDE-Constrained Optimization, Data Assimilation]