Higher-order multi-scale physics-informed neural network (HOMS-PINN) method and its convergence analysis for solving elastic problems of authentic composite materials
Jiale Linghu, Weifeng Gao, Hao Dong, Yufeng Nie
Topics & Concepts
Convergence (economics)MathematicsScale (ratio)Artificial neural networkOrder (exchange)Applied mathematicsMathematical optimizationAlgebra over a fieldCalculus (dental)Mathematical analysisComputer scienceArtificial intelligencePure mathematicsPhysicsQuantum mechanicsDentistryFinanceEconomicsEconomic growthMedicineModel Reduction and Neural NetworksNumerical methods in engineeringComposite Material Mechanics