Physics-informed deep neural network enabled discovery of size-dependent deformation mechanisms in nanostructures
Jindong Jiang, Jiawei Zhao, Shanmin Pang, Fodil Meraghni, Ali Siadat, Qiang Chen
Topics & Concepts
Finite element methodCollocation (remote sensing)Artificial neural networkInverse problemClassification of discontinuitiesDisplacement (psychology)Applied mathematicsMaterials scienceComputer scienceMathematicsMathematical analysisArtificial intelligenceStructural engineeringEngineeringMachine learningPsychotherapistPsychologyNumerical methods in engineeringNon-Destructive Testing TechniquesForce Microscopy Techniques and Applications