68 citations · 90 across the 6 of their papers we have counts for
3 papers · 1 filter
Comparison of turbulence statistics in isothermal and non-isothermal large eddy simulations of supercritical carbon dioxide jets
Julia Ream, Marc T. Henry de Frahan, Shashank Yellapantula +3
Supercritical carbon dioxide is of interest in a wide range of engineering problems, including carbon capture, utilization, and storage as well as advanced cycles for power generat…
A Priori Uncertainty Quantification of Reacting Turbulence Closure Models using Bayesian Neural Networks
Graham Pash, Malik Hassanaly, Shashank Yellapantula
While many physics-based closure model forms have been posited for the sub-filter scale (SFS) in large eddy simulation (LES), vast amounts of data available from direct numerical s…
Variational Auto-Encoder Based Deep Learning Technique For Filling Gaps in Reacting PIV Data
Shashank Yellapantula
In this study, a deep learning based conditional density estimation technique known as conditional variational auto-encoder (CVAE) is used to fill gaps typically observed in partic…