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An investigation on ensemble machine learning algorithms for nonlinear stability response of a two-dimensional FG nanobeam

Aiman Tarıq, Büşra Uzun, Babür Deliktaş, Mustafa Özgür Yaylı

2024Journal of the Brazilian Society of Mechanical Sciences and Engineering20 citationsDOI

Topics & Concepts

Boosting (machine learning)BucklingGradient boostingNonlinear systemEnsemble learningAlgorithmComputer scienceArtificial intelligenceRandom forestStability (learning theory)MathematicsMachine learningStructural engineeringEngineeringPhysicsQuantum mechanicsNonlocal and gradient elasticity in micro/nano structuresComposite Structure Analysis and OptimizationForce Microscopy Techniques and Applications
An investigation on ensemble machine learning algorithms for nonlinear stability response of a two-dimensional FG nanobeam | Litcius