![Semi-empirical Neural Network Modeling and Digital Twins Development, Paperback / softback Book Semi-empirical Neural Network Modeling and Digital Twins Development, Paperback / softback Book](http://hive.dmmserver.com/media/640/97801281/9780128156513.jpg)
Semi-empirical Neural Network Modeling and Digital Twins Development Paperback / softback
by Dmitriy (Professor, Section Head, Department of Higher Mathematics, Peter the Great St. Pet Tarkhov, Alexander (Professor, Peter the Great St. Petersburg Polytechnic University) Nikolayevich Vasilyev
Paperback / softback
Description
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.
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Paperback / softback
- Pages:288 pages
- Publisher:Elsevier Science Publishing Co Inc
- Publication Date:22/11/2019
- Category:
- ISBN:9780128156513
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Paperback / softback
- Pages:288 pages
- Publisher:Elsevier Science Publishing Co Inc
- Publication Date:22/11/2019
- Category:
- ISBN:9780128156513