Litcius/Paper detail

A generalized machine learning framework for brittle crack problems using transfer learning and graph neural networks

Roberto Perera, Vinamra Agrawal

2023Mechanics of Materials22 citationsDOI

Topics & Concepts

Materials scienceArtificial neural networkBrittlenessTransfer of learningGraphArtificial intelligenceMachine learningComputer scienceComposite materialTheoretical computer scienceNon-Destructive Testing TechniquesRock Mechanics and ModelingDrilling and Well Engineering
A generalized machine learning framework for brittle crack problems using transfer learning and graph neural networks | Litcius