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A reduced model using random forest: application on car crash optimization

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Publication:2059135
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DOI10.1007/S40324-019-00208-8zbMath1476.62265OpenAlexW2992704863MaRDI QIDQ2059135

Louis Jézéquel, E. Gstalter, Y. Tourbier, M. Charrier, S. Assou, Olivier Dessombz

Publication date: 13 December 2021

Published in: S\(\vec{\text{e}}\)MA Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s40324-019-00208-8


zbMATH Keywords

optimizationrandom forestreduced order modelReCUR


Mathematics Subject Classification ID

Applications of statistics in engineering and industry; control charts (62P30)





Cites Work

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  • CUR matrix decompositions for improved data analysis
  • Recent advances and new challenges in the use of the proper generalized decomposition for solving multidimensional models
  • A parametric and non-intrusive reduced order model of car crash simulation
  • The method of proper orthogonal decomposition for dynamical characterization and order reduction of mechanical systems: an overview
  • The elements of statistical learning. Data mining, inference, and prediction
  • Random forests




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