Data-driven model reduction of multiphase flow in a single-hole automotive injector

PJ Milan, R Torelli, B Lusch… - Atomization and …, 2020 - dl.begellhouse.com
Fuel injector design has a substantial influence on the performance and emissions of direct
injection engines. To date, large eddy simulations coupled with a single-fluid mixture …

Data-driven modeling of large-eddy simulations for fuel injector design

PJ Milan, S Mondal, R Torelli, B Lusch… - AIAA Scitech 2021 …, 2021 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2021-1016. vid The objective of this work
is to develop an efficient emulator framework using modern machine learning techniques to …