Automated regression workflow for interpretable deflection prediction in bio-inspired laminated composite plates
Shakti P. Padhy, Shubham Saurabh, Krishana Choudhary, Raj Kiran, Nhon Nguyen‐Thanh
Topics & Concepts
InterpretabilityWorkflowRegressionComposite numberBoosting (machine learning)Deflection (physics)Computer scienceHyperparameterRegression analysisArtificial intelligenceMachine learningGradient boostingElastic net regularizationMean squared errorKrigingHeuristicsBoundary value problemLinear regressionMean squared prediction errorExtrapolationMathematicsData miningAlgorithmMathematical optimizationSuperposition principlePredictive modellingBoundary (topology)StiffnessSymbolic regressionDesign of experimentsStructural engineeringComposite Structure Analysis and OptimizationAeroelasticity and Vibration ControlTopology Optimization in Engineering