Machine learning based inverse modeling of full-field strain distribution for mechanical characterization of a linear elastic and heterogeneous membrane
Yuan Zhang, Lin Guo, C. Brousse, Chung‐Hao Lee, Aurélie Azoug, Hongbing Lu, Shuodao Wang
Topics & Concepts
Materials scienceCharacterization (materials science)MembraneInverseFinite element methodField (mathematics)Inverse problemProperty (philosophy)Linear elasticityGridRange (aeronautics)Material propertiesComposite materialInverse methodBiological systemStructural engineeringMathematical analysisNanotechnologyGeometryApplied mathematicsMathematicsEngineeringPhilosophyGeneticsEpistemologyBiologyPure mathematicsAdvanced Sensor and Energy Harvesting MaterialsNon-Destructive Testing TechniquesForce Microscopy Techniques and Applications