An adaptive time-integration scheme for stiff chemistry based on computational singular perturbation and artificial neural networks

RM Galassi, PP Ciottoli, M Valorani, HG Im - Journal of Computational …, 2022 - Elsevier
We leverage the computational singular perturbation (CSP) theory to develop an adaptive
time-integration scheme for stiff chemistry based on a local, projection-based, reduced order …

An investigation towards coupling molecular dynamics with computational fluid dynamics for modelling polymer pyrolysis

TBY Chen, IM De Cachinho Cordeiro, ACY Yuen… - Molecules, 2022 - mdpi.com
Building polymers implemented into building panels and exterior façades have been
determined as the major contributor to severe fire incidents, including the 2017 Grenfell …

Investigation of the turbulent flame structure and topology at different Karlovitz numbers using the tangential stretching rate index

DM Manias, EA Tingas, FEH Pérez, RM Galassi… - Combustion and …, 2019 - Elsevier
Turbulent premixed flames at high Karlovitz numbers exhibit highly complex structures in
different reactive scalar fields to the extent that the definition of the flame front in an …

Investigation of dynamic mixing combustion characteristics in variable thrust hybrid rocket motors

H Xia, N Wang, J Yang, Y Wu - Combustion and Flame, 2023 - Elsevier
The dynamic mixing combustion characteristics in variable thrust hybrid rocket motors
(HRMs) have been investigated by using a newly developed two-dimensional transient …

Development and use of machine-learnt algebraic Reynolds stress models for enhanced prediction of wake mixing in low-pressure turbines

HD Akolekar, J Weatheritt… - Journal of …, 2019 - asmedigitalcollection.asme.org
Nonlinear turbulence closures were developed that improve the prediction accuracy of wake
mixing in low-pressure turbine (LPT) flows. First, Reynolds-averaged Navier–Stokes (RANS) …

Modeling the equations of state using a flamelet approach in LRE-like conditions

PE Lapenna, G Indelicato, R Lamioni, F Creta - Acta Astronautica, 2019 - Elsevier
In this study, we investigate the averaging and modeling of real fluid equations of state (EoS)
used in the context of numerical simulations of flows under conditions relevant to liquid …

An improved manifold-projection trajectory based method for chemical kinetic mechanism reduction

Y Li, S Lin, X Zhou, G Wu - Chemical Engineering Science, 2024 - Elsevier
An improved manifold-projection trajectory based dimension reduction algorithm (MTDR) to
automatically generate skeletal chemical kinetic mechanisms was proposed and validated …

[HTML][HTML] Impact of chemical modeling on the numerical analysis of a LOx/GCH4 rocket engine pintle injector

L Lucchese, J Liberatori, D Cavalieri, D Simone… - Acta Astronautica, 2024 - Elsevier
Liquid rocket engines equipped with LOx/GCH4 pintle injectors represent a promising
technology when a large throttling capability is required. Still, limited amounts of data are …

Family of Skeletal Reaction Mechanisms for Methane–Oxygen Combustion in Rocket Propulsion

J Liberatori, R Malpica Galassi, D Bianchi… - Journal of Propulsion …, 2024 - arc.aiaa.org
Analyzing methane–oxygen rocket propellant combinations requires suitable modeling of
the major chemical reaction processes. Although several detailed kinetic mechanisms for …

Cooling of rocket plume using aqueous jets during launching

Z Zhou, Y Bao, P Sun, Y Li - Engineering Applications of …, 2022 - Taylor & Francis
With an increase in rocket motor thrust, the thermal loads on the launch platform by the
impingement exhaust jet are significantly increased, this poses serious safety risks to rocket …