书目名称 | Current Problems in Applied Mathematics and Computer Science and Systems |
编辑 | Anatoly Alikhanov,Pavel Lyakhov,Irina Samoylenko |
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概述 | Includes research materials on modern mathematical problems and solutions in the field of scientific computing.Results from the International Conference on Actual Problems of Applied Mathematics and C |
丛书名称 | Lecture Notes in Networks and Systems |
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描述 | This book is based on the best papers accepted for presentation during the International Conference on Actual Problems of Applied Mathematics and Computer Systems (APAMCS-2022), Russia. The book includes research materials on modern mathematical problems, solutions in the field of scientific computing, data analysis and modular computing. The scope of numerical methods in scientific computing presents original research, including mathematical models and software implementations, related to the following topics: numerical methods in scientific computing; solving optimization problems; methods for approximating functions, etc. The studies in data analysis and modular computing include contributions in the field of deep learning, neural networks, mathematical statistics, machine learning methods, residue number system and artificial intelligence. Finally, the book gives insights into the fundamental problems in mathematics education. The book intends for readership specializing in the field of scientific computing, parallel computing, computer technology, machine learning, information security and mathematical education. |
出版日期 | Conference proceedings 2023 |
关键词 | Scientific Computing; Differential Equations; Modular Computing; Data Analysis; Deep Learning; Residue Nu |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-031-34127-4 |
isbn_softcover | 978-3-031-34126-7 |
isbn_ebook | 978-3-031-34127-4Series ISSN 2367-3370 Series E-ISSN 2367-3389 |
issn_series | 2367-3370 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |