activity
20122021
most citedComputational model discovery with reinforcement learning

9 citations · 17 across the 8 of their papers we have counts for

collaborators

12 papers

physics.flu-dyn2021

Toward a flow-structure-based wall-modeled large-eddy simulation paradigm

Ahmed Elnahhas, Adrián Lozano-Durán, Parviz Moin

A promising and cost-effective method for numerical simulation of high Re wall-bounded flows is wall-modeled large-eddy simulation. Most wall models are formulated from the Reynold…

physics.flu-dyn20213 cited

Performance of wall-modeled LES for external aerodynamics in the NASA Juncture Flow

Adrián Lozano-Durán, Sanjeeb T. Bose, Parviz Moin

We investigate the performance of wall-modeled LES for external aerodynamics in the NASA Juncture Flow. We characterize the errors in the prediction of mean velocity profiles and p…

physics.flu-dyn2020

Self-critical machine-learning wall-modeled LES for external aerodynamics

Adrián Lozano-Durán, Hyunji Jane Bae

The prediction of aircraft aerodynamic quantities of interest remains among the most pressing challenges for computational fluid dynamics. The aircraft aerodynamics are inherently…

physics.flu-dyn2020

Information transfer between turbulent boundary layer and porous media

Wenkang Wang, Xu Chu, Adrián Lozano-Durán +2

The interaction between the flow above and below a permeable wall is a central topic in the study of porous media. While previous investigations have provided compelling evidence o…

physics.flu-dyn20201 cited

On the evolution of the velocity gradient tensor in transitional boundary layers

Ahmed Elnahhas, Perry L. Johnson, Adrián Lozano-Durán +1

We study the transition to turbulence from the perspective of the velocity gradient tensor dynamics. Our work is motivated by the observation of nonlinear structures emerging durin…

physics.flu-dyn20202 cited

Wall-modeled large-eddy simulation of non-equilibrium turbulent boundary layers

Minjeong Cho, George I. Park, Adrián Lozano-Durán +1

We conducted WMLES to examine the performance of a simple and widely used ODE-based equilibrium wall model in a spatially-developing 3D TBL inside a bent square duct (Schwarz and B…