Since you're using VB.NET, you'll need the following code:
Dim newString As String = origString.Replace(vbCr, "").Replace(vbLf, "")
You could use escape characters (\r and \n) in C#, but these won't work in VB.NET. You have to use the equivalent constants (vbCr and vbLf) instead.