Area of research
Computational Mechanics · Environmental Engineering
Research interest
Research focused on Turbulence and Mechanics, with related work in Laminar flow, Aerodynamics, Causality (physics). Notable publications include 'Flow Control in Wings and Discovery of Novel Approaches via Deep Reinforcement Learning', 'Information-theoretic formulation of dynamical systems: Causality, modeling, and control', and 'Machine learning building-block-flow wall model for large-eddy simulation'.
The coherent structure of the energy cascade in isotropic turbulence
Machine learning building-block-flow wall model for large-eddy simulation
A Database for Reduced-Complexity Modeling of Fluid Flows
Causality analysis of large-scale structures in the flow around a wall-mounted square cylinder
Flow Control in Wings and Discovery of Novel Approaches via Deep Reinforcement Learning
Information-theoretic formulation of dynamical systems: Causality, modeling, and control
Spatial and spectral characteristics of information flux between turbulent boundary layers and porous media
Information transfer between turbulent boundary layers and porous media