Formatting PowerShell Get-Date inside string

"This is my string with date in specified format $($theDate.ToString('u'))"

or

"This is my string with date in specified format $(Get-Date -format 'u')"

The sub-expression ($(...)) can include arbitrary expressions calls.

Microsoft Documents both standard and custom DateTime format strings.