A SHAP value method for ultimate strength prediction of stiffened panel: A data-driven tool in engineering
Do Kyun Kim, S.H. Sung, Seung Woo Song, Sang-Jin Kim, Aditya Rio Prabowo, Seungjun Kim, Jae Hoon Seo, Jonas W. Ringsberg
Topics & Concepts
Feature selectionVariable (mathematics)Empirical researchEmpirical modellingCompressive strengthDimensionless quantityPolynomialValue (mathematics)InverseVariablesBenchmark (surveying)MathematicsComputer scienceFeature (linguistics)Mathematical optimizationNonlinear systemApplied mathematicsUltimate tensile strengthStructural engineeringLimit (mathematics)Expression (computer science)Design matrixMatrix (chemical analysis)Soft computingSupport vector machineSelection (genetic algorithm)Reduction (mathematics)AlgorithmState variableStructural Integrity and Reliability AnalysisFatigue and fracture mechanicsCorrosion Behavior and Inhibition