Yes. It is possible to a certain extent, but it may vary a lot depending on the specific software you're trying to run.

There are free and open-source software to make this feat possible such as Wine, and many other Graphical User Interfaces (GUIs) based around it to make the execution of Windows programs easy and reliable on a Linux system.
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