Physics-informed UNets for discovering hidden elasticity in heterogeneous materials
Ali Kamali, Kaveh Laksari
2023Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials27 citationsDOIOpen Access PDF
Topics & Concepts
Elasticity (physics)WeightingIsotropyComputationConvolutional neural networkAlgorithmInverse problemComputer scienceFinite element methodInversion (geology)Artificial neural networkStatistical physicsMathematicsArtificial intelligencePhysicsMathematical analysisOpticsStructural basinThermodynamicsAcousticsBiologyPaleontologyUltrasonics and Acoustic Wave PropagationElasticity and Material ModelingUltrasound Imaging and Elastography