نتایج جستجو برای: dynamical modeling

تعداد نتایج: 470386  

Journal: :CoRR 2016
Olalekan P. Ogunmolu Xuejun Gu Steve B. Jiang Nicholas R. Gans

Neural networks are known to be effective function approximators. Recently, deep neural networks have proven to be very effective in pattern recognition, classification tasks and human-level control to model highly nonlinear realworld systems. This paper investigates the effectiveness of deep neural networks in the modeling of dynamical systems with complex behavior. Three deep neural network s...

Journal: :Physical review letters 2010
A Valli G Sangiovanni O Gunnarsson A Toschi K Held

With an increasing complexity of nanoscopic systems and the modeling thereof, new theoretical tools are needed for a reliable calculation of complex systems with strong electronic correlations. To this end, we propose a new approach based on the recently introduced dynamical vertex approximation. We demonstrate its reliability already on the one-particle vertex (i.e., dynamical mean field theor...

Journal: :Mathematical and Computer Modelling of Dynamical Systems 2001

Journal: :Nonlinear Differential Equations and Applications NoDEA 2014

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