[HTML][HTML] Computational approaches to explainable artificial intelligence: advances in theory, applications and trends
Deep Learning (DL), a groundbreaking branch of Machine Learning (ML), has emerged as a
driving force in both theoretical and applied Artificial Intelligence (AI). DL algorithms, rooted …
driving force in both theoretical and applied Artificial Intelligence (AI). DL algorithms, rooted …
[HTML][HTML] Application of a two-progress variable model for carbon monoxide emissions from turbulent premixed and partially premixed enclosed flames
A large eddy simulation study is undertaken with the objective of improving carbon
monoxide (CO) estimations compared to measurements of enclosed turbulent flames in …
monoxide (CO) estimations compared to measurements of enclosed turbulent flames in …
Flamelet modeling of forced ignition and flame propagation in hydrogen-air mixtures
Modeling hydrogen-air flames is challenging for several reasons. Due to its high diffusivity
and reactivity, the combustion properties of hydrogen are substantially different from …
and reactivity, the combustion properties of hydrogen are substantially different from …
Turbulent multi-regime methane-air flames analysed by Raman/Rayleigh spectroscopy and conditional velocity field measurements
In this study the characteristics of multi-regime combustion are investigated using a multi-
regime burner with well-defined inflow boundary conditions. Based on previous findings, the …
regime burner with well-defined inflow boundary conditions. Based on previous findings, the …
Flamelet LES of turbulent premixed/stratified flames with H2 addition
Large-eddy simulations are conducted for Darmstadt turbulent methane-hydrogen flames
(MHFs, 20% H 2+ 80% CH 4 in volume fraction). Two different flames are investigated: one …
(MHFs, 20% H 2+ 80% CH 4 in volume fraction). Two different flames are investigated: one …
Criteria to switch from tabulation to neural networks in computational combustion
Z Nikolaou, L Vervisch, P Domingo - Combustion and Flame, 2022 - Elsevier
Motivated by the need to reduce computational costs, look-up tables are widely used in
numerical simulations of laminar and turbulent flames, for the thermodynamics of the …
numerical simulations of laminar and turbulent flames, for the thermodynamics of the …
A self-consistent extension of flamelet theory for partially premixed combustion
Orthogonal coordinate systems represent an attractive alternative for the formulation of two-
dimensional composition space equations for partially premixed combustion: They avoid the …
dimensional composition space equations for partially premixed combustion: They avoid the …
Numerical investigations of combustion dynamics and thermo-mechanical stress in the ignition assistance system for small aircraft engines
The utilization of ignition assistance devices offers an effective solution to overcome the
challenges associated with ignition control in the development of propulsion systems for …
challenges associated with ignition control in the development of propulsion systems for …
[HTML][HTML] Numerical analysis of multi-regime combustion using flamelet generated manifolds-a highly-resolved Large-Eddy Simulation of the Darmstadt multi-regime …
Multi-regime effects occur due to the interaction of combustion phenomena such as partial
premixing of reactants or product-recirculation and lead to the invalidity of idealization of …
premixing of reactants or product-recirculation and lead to the invalidity of idealization of …
[HTML][HTML] Large eddy simulation of multi-regime combustion with a two-progress variable approach for carbon monoxide
Simulations of two cases in a novel multi-regime burner configuration are undertaken using
a presumed joint probability density function (PDF) approach with tabulated chemistry. The …
a presumed joint probability density function (PDF) approach with tabulated chemistry. The …