Mean flow data assimilation based on physics-informed neural networks

JGR von Saldern, JM Reumschüssel, TL Kaiser… - Physics of …, 2022 - pubs.aip.org
Physics-informed neural networks (PINNs) can be used to solve partial differential equations
(PDEs) and identify hidden variables by incorporating the governing equations into neural …

Transient dynamics of the precessing vortex core in an intermittently shape-transitioning swirl flame

J Zhang, X Hui, Q An, AM Steinberg - Combustion and Flame, 2023 - Elsevier
The transient dynamics of the precessing vortex core (PVC), a globally unstable mode, in an
intermittently shape-transitioning swirl flame is investigated by means of simultaneous OH …

Modelling the response of a turbulent jet flame to acoustic forcing in a linearized framework using an active flame approach

TL Kaiser, G Varillon, W Polifke, F Zhang, T Zirwes… - Combustion and …, 2023 - Elsevier
This study performs a linear mean field analysis of a turbulent reacting methane-air jet flame,
with the goal of predicting the response of the reacting flow to upstream acoustic actuation …

Linear instability of a premixed slot flame: flame transfer function and resolvent analysis

C Wang, TL Kaiser, M Meindl, K Oberleithner… - Combustion and …, 2022 - Elsevier
The response to forcing of a 2D laminar premixed slot flame is investigated by means of
linear analysis, based on the compressible flow equations with a two-step reaction scheme …

Global linear stability analysis of a flame anchored to a cylinder

C Wang, L Lesshafft, K Oberleithner - Journal of Fluid Mechanics, 2022 - cambridge.org
This study investigates the linear stability of a laminar premixed flame, anchored on a
square cylinder and confined inside a channel. Many modern linear analysis concepts have …

FELiCS: a versatile linearized solver addressing dynamics in multi-physics flows

TL Kaiser, S Demange, JS Müller, S Knechtel… - AIAA Aviation 2023 …, 2023 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2023-3434. vid This manuscript provides
a brief description of the linearized flow solver FELiCS and reviews six applications of the …

[HTML][HTML] The flame macrostructure and thermoacoustic instability in a centrally staged burner operating in different pilot stage equivalence ratios

J Xiang, J Li, W Mo, B Wang, D Yang, X Gan - Physics of Fluids, 2024 - pubs.aip.org
The main focus of this paper is to discover the link between flame macrostructure and
thermoacoustic instability in a centrally staged swirl burner. In practical combustors, the flow …

Interacting Linear Modes in the Turbulent Flow of an Industrial Swirled Combustor

L Moczarski, NCW Treleaven, K Oberleithner… - AIAA Journal, 2024 - arc.aiaa.org
Swirled flows often feature global modes that become manifest as skew-symmetric helical
vortices, also known as precessing vortex cores, which dominate the flow dynamics. This …

Linear analysis of a swirling jet with a realistic swirler model

G Varillon, TL Kaiser, P Brokof… - … Journal of Spray …, 2024 - journals.sagepub.com
The dynamics of an axisymmetrical swirling jet is studied via global linear stability and
resolvent analyses. The modeled flow represents a combustor-like swirling jet, that is …

Linear stability and spectral modal decomposition of three-dimensional turbulent wake flow of a generic high-speed train

XB Li, S Demange, G Chen, JB Wang, XF Liang… - arXiv preprint arXiv …, 2024 - arxiv.org
This work investigates the spatio-temporal evolution of coherentstructures in the wake of a
generic high-speed train. Spectral properorthogonal decomposition is used to extract energy …