Special Issue "Numerical Methods in Engineering Analysis, Data Analysis and Artificial Intelligence"

Submission Deadline: 30 June 2022
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Guest Editors
Prof. Yumin Cheng, Shanghai University, China
Dr. Wenqing Wang, Helmholtz Centre for Environmental Research – UFZ, Germany
Prof. Rongjun Cheng, Ningbo University,China

Summary

With the developments of science and engineering techniques, numerical simulation and data analysis play more and more important roles. Numerical simulations in science, engineering and society fields have developed rapidly in the recent decades. In recent years, the study of data analysis has been paid more attention because of the development of big data. And the numerical methods in artificial intelligence are also important.


Numerical simulation for various problems in science and engineering fields is based on the numerical methods, such as finite element method, boundary element method and meshless method. Various numerical methods are presented for solving the problems in different fields, and the corresponding computational efficiency, accuracy and convergence are studied as well. With the development of big data, numerical simulation combined data analysis has become more important for the problems in science, engineering and society fields. And the numerical methods in artificial intelligence should be investigated too. The numerical methods in science and engineering should be combined with the ones in big data and artificial intelligence to solve various complicated problems in engineering fields.


We particularly take an interest in manuscripts that report relevance of numerical methods in engineering analysis, data analysis and artificial intelligence. The special issue will become an international forum for researchers to summarize the most recent developments of the numerical methods in engineering analysis, data analysis and artificial intelligence within the last five years, especially for new methods and new problems. Moreover, the manuscripts on the theories of numerical methods and data analysis for complicated science, engineering or social problems are welcome. We also concern the development of the corresponding numerical methods on big data and artificial intelligence. Potential topics include, but are not limited to:

•      New theories of numerical methods

•      New methods for engineering analysis, data analysis and artificial intelligence

•      Numerical simulation and data analysis for complicated engineering problems

•      Data system and analysis in society fields

•      Software or programming of numerical methods

•      Future strategies of numerical methods



Keywords
Numerical method; Finite element method; Boundary element method; Meshless method; Numerical simulation; Data analysis; Artificial intelligence