Physics-informed neural network-based homogenization for architected lattice structures
Shuo Li, Daming Nie, Yu Zhang, Li Li, Li Li
Topics & Concepts
Homogenization (climate)SolverLattice (music)Lattice constantFinite element methodStatistical physicsMaterials sciencePhysicsArtificial neural networkMechanicsFinite strain theoryHPP modelAsymptotic homogenizationMathematical analysisLattice model (finance)MathematicsClassical mechanicsComputer scienceGeometryMultiscale modelingMicromechanicsMicrostructureStrain rateNonlocal and gradient elasticity in micro/nano structuresComposite Structure Analysis and OptimizationAcoustic Wave Phenomena Research