{"product_id":"semi-empirical-neural-network-modeling-and-digital-twins-development-paperback-9780128156513","title":"Semi-empirical Neural Network Modeling and Digital Twins Development (Paperback) 9780128156513","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eSemi-empirical Neural Network Modeling and Digital Twins Development\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003e\u003cp\u003eA comprehensive guide to choosing the simplest and most accurate method for neural network modeling\u003c\/p\u003e\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eDmitriy Tarkhov (Author), Alexander Nikolayevich Vasilyev (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780128156513, Elsevier Science\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback, published 22 November 2019\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e288 pages\u003cbr\u003e23.4 x 19 x 1.9 cm, 0.54 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e\u003ci\u003eSemi-empirical Neural Network Modeling \u003c\/i\u003epresents 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.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e1. Examples of problem statements and functionals2. The choice of the functional basis (set of bases)3. Methods for the selection of parameters and structure of the neura network model 4. Results of computational experiments 5. Methods for constructing multilayer semi-empirical models\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Biomedical engineering [\u003ca title=\"See our other books on Biomedical engineering\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Biomedical%20engineering%20%5BMQW%5D%22\"\u003eMQW\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Academic Press","offers":[{"title":"Default Title","offer_id":46649969672472,"sku":"9780128156513","price":102.79,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780128156513.jpg?v=1694104827","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/semi-empirical-neural-network-modeling-and-digital-twins-development-paperback-9780128156513","provider":"Freshly Printed Books","version":"1.0","type":"link"}