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Can machine learning accelerate soft material parameter identification from complex mechanical test data?

Sotirios Kakaletsis, Emma Lejeune, Manuel K. Rausch

2022Biomechanics and Modeling in Mechanobiology23 citationsDOIOpen Access PDF

Topics & Concepts

Finite element methodArtificial neural networkComputer scienceMetamodelingLeverage (statistics)IsotropyTest dataMachine learningGaussian processKrigingArtificial intelligenceAlgorithmGaussianStructural engineeringEngineeringProgramming languagePhysicsQuantum mechanicsElasticity and Material ModelingRheology and Fluid Dynamics StudiesCardiac Valve Diseases and Treatments
Can machine learning accelerate soft material parameter identification from complex mechanical test data? | Litcius