A Research on the Computer Simulation Technology for Testing the Electrochemical Properties of Manganese-based Materials
In view of the problem in which traditional experimental methods are often difficult to capture the dynamic behavior of manganese-based materials at the microscale,The research system integrates the multi-scale modeling method from atomic scale to macroscale.It adopts the advanced machine learning algorithm Support Vector Machine(SVM)to realize the cross-scale information transfer and data fusion.The experimental results show that the experts generally evaluated Mn-ECS simulation scheme more positively.Specifically,in the model accuracy,numerical stability,computational efficiency,and scalability are four key aspects.There are 26,35,27,and 26 experts,respectively,who expressed a positive attitude.The system has implemented a comprehensive and accurate performance evaluation for the in-depth research and application development of manganese-based materials,and provides a new idea and method.
NETL
NSTL
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