Adjoint-based sensitivity analysis of quantities of interest of complex combustion models

DOI10.1080/13647830.2018.1495845OpenAlexW2825036749WikidataQ129562162 ScholiaQ129562162MaRDI QIDQ5032194

Mathias Lemke, Julius Reiss, Heinz Pitsch, Jörn Sesterhenn, Li-Ming Cai

Publication date: 16 February 2022

Published in: Combustion Theory and Modelling (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/13647830.2018.1495845

zbMATH Keywords

sensitivity analysisadjoint approachcomplex reaction kinetics

Mathematics Subject Classification ID

Numerical methods for ordinary differential equations (65Lxx) Incompressible viscous fluids (76Dxx) General aerodynamics and subsonic flows (76Gxx)

Related Items (6)

Scalable \textit{in situ} compression of transient simulation data using time-dependent bases ⋮ SVD perspectives for augmenting DeepONet flexibility and interpretability ⋮ Adjoint-based optimization of two-dimensional Stefan problems ⋮ Parallel-in-time adjoint-based optimization -- application to unsteady incompressible flows ⋮ Computing Sensitivities in Evolutionary Systems: A Real-Time Reduced Order Modeling Strategy ⋮ Adjoint-based sensitivity analysis of steady char burnout

Uses Software

• FlameMaster
• Cantera

Cites Work

• Aerodynamic design via control theory
• An improved computational method for sensitivity analysis: Green's function method with 'AIM'
• Adjoint-based sensitivity analysis of flames
• Model Reduction of Reactive Processes
• An introduction to the adjoint approach to design

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