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Stress intensity factor models using mechanics-guided decomposition and symbolic regression

Jonas Merrell, John M Emery, Robert M. Kirby, Jacob Hochhalter

2024Engineering Fracture Mechanics19 citationsDOIOpen Access PDF

Topics & Concepts

Stress intensity factorDecompositionIntensity (physics)RegressionRegression analysisMathematicsStructural engineeringStatisticsMechanicsEngineeringPhysicsFracture mechanicsChemistryOpticsOrganic chemistryModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignMachine Learning in Materials Science