A method forming a semiconductor device includes forming a domed gate oxide film to relieve stress resulting from a thermal expansion rate difference of an oxide film and silicon film during a subsequent thermal process and preventing leakage current between source/drain regions through thickness regulation of the gate oxide film to improve refresh characteristics.