Tips for programming scientific applications

Good day. I am developing a scientific application which will be have math methods. All models have a static part which is common for all math models. For example, the static part are some arrays and constants and the math methods are finite element methods and finite volume methods. Please give some tips how to separate the static part.
Could you be more specific? Maybe give an example of what you mean.
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