Litcius/Paper detail

Determination of material parameters in constitutive models using adaptive neural network machine learning

Jikun Wang, Bangguo Zhu, Chung‐Yuen Hui, Alan T. Zehnder

2023Journal of the Mechanics and Physics of Solids40 citationsDOI

Topics & Concepts

Artificial neural networkSingular value decompositionBiological systemRelaxation (psychology)Materials scienceTest dataIdentification (biology)Set (abstract data type)Training setSelf-healing hydrogelsData setConstitutive equationComputer scienceExperimental dataAlgorithmArtificial intelligenceMachine learningMathematicsStructural engineeringFinite element methodPolymer chemistryEngineeringSocial psychologyBiologyProgramming languageStatisticsPsychologyBotanyHydrogels: synthesis, properties, applicationsElasticity and Material Modeling
Determination of material parameters in constitutive models using adaptive neural network machine learning | Litcius