Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Semi-Empirical Neural Network Modeling and Digital Twins Development

Semi-Empirical Neural Network Modeling and Digital Twins Development

Tarkhov, Dmitriy
Nikolayevich Vasilyev, Alexander

Paperback

Technology & EngineeringBiology

ISBN10: 0128156511
ISBN13: 9780128156513
Publisher: Academic Press
Published: Nov 22 2019
Pages: 288
Weight: 1.11
Height: 0.61 Width: 7.50 Depth: 9.25
Language: English

Semi-empirical Neural Network Modeling presents a new approach on how to quickly construct an accurate, multilayered neural network solution of differential equations. Current neural network methods have significant disadvantages, including a lengthy learning process and single-layered neural networks built on the finite element method (FEM). The strength of the new method presented in this book is the automatic inclusion of task parameters in the final solution formula, which eliminates the need for repeated problem-solving. This is especially important for constructing individual models with unique features. The book illustrates key concepts through a large number of specific problems, both hypothetical models and practical interest.

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