43 citations · 86 across the 18 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
physics.flu-dyn2020
Data-driven Analysis of Relight variability of Jet Fuels induced by Turbulence
Malik Hassanaly, Yihao Tang, Shivam Barwey +1
For safety purposes, reliable reignition of aircraft engines in the event of flame blow-out is a critical requirement. Typically, an external ignition source in the form of a spark…
physics.chem-ph2020★ 43 cited
A Neural Network Inspired Formulation of Chemical Kinetics
Shivam Barwey, Venkat Raman
A method which casts the chemical source term computation into an artificial neural network (ANN)-inspired form is presented. This approach is well-suited for use on emerging super…
physics.flu-dyn2020
Extracting Information Overlap in Simultaneous OH-PLIF and PIV Fields with Neural Networks
Shivam Barwey, Venkat Raman, Adam Steinberg
Simultaneous measurements, such as the combination of particle image velocimetry (PIV) for velocity fields with planar laser induced fluorescence (PLIF) for species fields, are wid…