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Stefan Posch

Graz University of Technology

Kopernikusgasse 24/IV

Graz University of Technology,

GRAZ, A-8010

Austria

  • Graz University of Technology

SCHOLARLY PAPERS

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Scholarly Papers (1)

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1.

Application of machine learning to reconstruct flamelet tables based on an unsteady flamelet progress variable approach

Downloads 72 (907,769)

Application of machine learning to reconstruct flamelet tables based on an unsteady flamelet progress variable approach

Number of pages: 11 Posted: 29 Nov 2025
Stefan Posch, Franz Rohrhofer, Clemens Gößnitzer, Ricardo Novella and Jose M. Garcia-Oliver
Graz University of Technology, Know Center Research GmbH, affiliation not provided to SSRN, Polytechnic University of Valencia and Polytechnic University of Valencia
Downloads 56 (1,049,673)

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flamelets, gradient boosting, combustion modeling, Machine learning, unsteady flamelet/progress variable approach

Application of machine learning to reconstruct flamelet tables based on an unsteady flamelet progress variable approach

Number of pages: 12 Posted: 07 Apr 2026
Stefan Posch, Franz Rohrhofer, Clemens Gößnitzer, Ricardo Novella and Jose M. Garcia-Oliver
Graz University of Technology, Know Center Research GmbH, affiliation not provided to SSRN, Polytechnic University of Valencia and Polytechnic University of Valencia
Downloads 16 (1,579,999)

Abstract:

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flamelets, gradient boosting, combustion modeling, machine learning, unsteady flamelet/progress variable approach