A review on the hydrodynamic characteristics of autonomous underwater vehicles

JP Panda, A Mitra, HV Warrior - Proceedings of the …, 2021 - journals.sagepub.com
Autonomous underwater vehicles play an essential role in geophysical data collection, deep
water mining, seafloor mapping, ocean exploration, and in many other related activities …

A review of pressure strain correlation modeling for Reynolds stress models

JP Panda - Proceedings of the Institution of Mechanical …, 2020 - journals.sagepub.com
Most investigations of turbulent flows in academic studies and industrial applications use
turbulence models. Out of the different turbulence modeling approaches Reynolds stress …

Evaluation of machine learning algorithms for predictive Reynolds stress transport modeling

JP Panda, HV Warrior - Acta Mechanica Sinica, 2022 - Springer
The application of machine learning (ML) algorithms to turbulence modeling has shown
promise over the last few years, but their application has been restricted to eddy viscosity …

Universal return to isotropy of inhomogeneous atmospheric boundary layer turbulence

I Stiperski, GG Katul, M Calaf - Physical Review Letters, 2021 - APS
A recalcitrant problem in the physics of turbulence is the representation of the tendency of
large-scale anisotropic eddies to redistribute their energy content with decreasing scales, a …

An improved model including length scale anisotropy for the pressure strain correlation of turbulence

JP Panda, HV Warrior, S Maity… - Journal of Fluids …, 2017 - asmedigitalcollection.asme.org
In this paper, we consider the evolution of decaying homogeneous anisotropic turbulence
without mean velocity gradients, where only the slow pressure rate of strain is nonzero. A …

A representation theory-based model for the rapid pressure strain correlation of turbulence

JP Panda, HV Warrior - Journal of Fluids …, 2018 - asmedigitalcollection.asme.org
In the presence of mean strain or rotation, the anisotropy of turbulence increases due to the
rapid pressure strain term. In this paper, we consider the modeling of the rapid pressure …

Enhancing turbulence modeling: Machine learning for pressure-strain correlation and uncertainty quantification in the Reynolds stress model

G Sudharsun, HV Warrior - Physics of Fluids, 2023 - pubs.aip.org
This research study delves into the realm of enhancing the Reynolds stress model through
the remarkable capabilities of machine learning. Focusing on two key aspects, we …

Decay and growth laws in homogeneous shear turbulence

A Briard, T Gomez, V Mons, P Sagaut - Journal of Turbulence, 2016 - Taylor & Francis
Homogeneous anisotropic turbulence has been widely studied in the past decades, both
numerically and experimentally. Shear flows have received a particular attention because of …

The vertical-velocity skewness in the atmospheric boundary layer without buoyancy and Coriolis effects

E Buono, G Katul, M Heisel, D Poggi, C Peruzzi… - Physics of …, 2024 - pubs.aip.org
One of the main features of near-neutral atmospheric boundary layer (ABL) turbulence is the
positive vertical velocity skewness S kw above the roughness sublayer or the buffer region …

Mechanics of drag reduction of an axisymmetric body of revolution with shallow dimples

JP Panda, J Handique… - Proceedings of the …, 2023 - journals.sagepub.com
In this article, the mechanics of drag reduction on an axisymmetric body of revolution by
shallow dimples is presented by using the high-fidelity Reynolds Stress Modeling based …