Neural networks based subgrid scale modeling in large eddy simulations

Multilayer feedforward networks are universal approximators

Kurt Hornik, Maxwell B. Stinchcombe, Halbert White · Neural Networks · 1989 · 21.2K citations

Computing, Computer Science, Mathematics +10

GENERAL CIRCULATION EXPERIMENTS WITH THE PRIMITIVE EQUATIONS

Joseph Smagorinsky · Monthly Weather Review · 1963 · 13.8K citations

Natural Sciences, Earth Sciences, Meteorology +16

Approximation by superpositions of a sigmoidal function

George Cybenko · Mathematics of Control Signals and Systems · 1989 · 13.7K citations

Computing, Computer Science, Machine Learning +5

A dynamic subgrid-scale eddy viscosity model

Massimo Germano, Ugo Piomelli, Parviz Moin et al. · Physics of Fluids A Fluid Dynamics · 1991 · 7.1K citations

Natural Sciences, Computational Engineering, Computational Fluid Dynamics +16

On the approximate realization of continuous mappings by neural networks

Ken-ichi Funahashi · Neural Networks · 1989 · 4.2K citations

Computing, Computer Science, Mathematics +13