The Grid has a property called PreventEnterKeyInEditMode which is false by default. This property has to be set as true, to preserve the Edit mode of the GridControl even after press the Enter key. Please refer the below code snippet which illustrates this:
this.GridGroupingControl1.PreventEnterKeyInEditMode = true;
Me.GridGroupingControl1.PreventEnterKeyInEditMode = True
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