activity
20242026
most citedTurbulence Closure in RANS and Flow Inference around a Cylinder using PINNs and Sparse Experimental Data

2 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing physics.flu-dynShow all

2 papers · 1 filter

physics.flu-dyn2025★ 2 cited

Turbulence Closure in RANS and Flow Inference around a Cylinder using PINNs and Sparse Experimental Data

Z. Zhang, K. Shukla, Z. Wang +8

Traditional Reynolds-averaged Navier-Stokes (RANS) closures, based on the Boussinesq eddy viscosity hypothesis and calibrated on canonical flows, often yield inaccurate predictions…

physics.flu-dyn2025

Neural Operator Modeling of Platelet Geometry and Stress in Shear Flow

Marco Laudato, Luca Manzari, Khemraj Shukla

Thrombosis involves processes spanning large-scale fluid flow to sub-cellular events such as platelet activation. Traditional CFD approaches often treat blood as a continuum, which…