Concepedia

A mesh-free method using piecewise deep neural network for elliptic interface problems

Cuiyu He, Xiaozhe Hu, Lin Mu

Journal of Computational and Applied Mathematics · 2022 · 67 citations · 37 references

Open access

Concepts

ComputingComputational EngineeringComputer ScienceComputational MechanicsFinite Element AnalysisMachine LearningBoundary ConditionsConvergence AnalysisDeep LearningFinite Element DiscretizationFinite Element FormulationNumerical AlgorithmsElliptic Boundary-value ProblemsFinite Element Numerical IntegrationMesh Convergence

References

37

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

A Stochastic Approximation Method

Herbert Robbins, Sutton Monro · The Annals of Mathematical Statistics · 1951 · 9.6K citations · Full text

Computing, Computer Science, Algorithms +9

TensorFlow: a system for large-scale machine learning

Martı́n Abadi, Paul Barham, Jianmin Chen et al. · Operating Systems Design and Implementation · 2016 · 6.4K citations

Computing, Computer Engineering, Computer Science +15

A unified architecture for natural language processing

Ronan Collobert, Jason Weston · 2008 · 5.2K citations

Computing, Computer Science, Computational Linguistics +16

The immersed boundary method

Charles S. Peskin · Acta Numerica · 2002 · 4.5K citations · Full text

Engineering, Bioengineering, Physics +16