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A method for representing periodic functions and enforcing exactly periodic boundary conditions with deep neural networks

Suchuan Dong, Naxian Ni

2021Journal of Computational Physics168 citationsDOIOpen Access PDF

Topics & Concepts

Periodic boundary conditionsPeriodic functionOrdinary differential equationFunction (biology)MathematicsArtificial neural networkBoundary value problemMathematical analysisBoundary (topology)Simple (philosophy)Differential equationOrder (exchange)Applied mathematicsComputer sciencePhilosophyEpistemologyEvolutionary biologyMachine learningEconomicsBiologyFinanceModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignNumerical methods in engineering
A method for representing periodic functions and enforcing exactly periodic boundary conditions with deep neural networks | Litcius