Previously, you could set this in a single line in your settings.json file using terminal.integrated.shell.windows, but this has since been deprecated in a later version of Visual Studio Code.

1) Add the following snippet of JSON to your settings.json file in Visual Studio Code

2) Close any integrated terminals you had open in Visual Studio Code, and then open a new integrated terminal - WSL should now open by default, rather than PowerShell.