Samsung Electronics Co., Ltd.

Heungsuk Oh

Sanghun Kim

Sangwook Kim

Sangwook Park

Mincheol Kang

Guk Hyun Kim

Joobyoung Kim

Kyu-Bin Han

Provided is a method of fabricating a semiconductor device using a curvilinear OPC method. The method of fabricating the semiconductor device includes performing an optical proximity correction (OPC) step on a layout to generate a correction pattern, the correction pattern having a curvilinear shape, performing a mask rule check (MRC) step on the correction pattern to generate mask data, and forming a photoresist pattern on a substrate using a photomask, which is manufactured based on the mask data. The MRC step includes generating a width skeleton in the correction pattern, generating a width contour, which satisfies a specification of a mask rule for a linewidth, from the width skeleton, and adding the correction pattern and the width contour to generate an adjusting pattern.

Method of fabricating semiconductor device

A method of fabricating a semiconductor device includes generating a mask based on second layout data obtained by applying an OPC model to first layout data and performing a semiconductor process using the mask on a substrate, obtaining a plurality of pattern images by selecting a plurality of sample patterns from the substrate, selecting sample images corresponding to the sample patterns from each of the first layout data, the second layout data, and simulation data obtained by performing a simulation based on the second layout data, generating a plurality of input images corresponding to the sample patterns by blending the sample images corresponding to the sample patterns, respectively, and generating an error prediction model for the OPC model by training a machine learning model using a data set including the input images and the pattern images.

Method of verifying error of optical proximity correction model

A computer-readable medium includes a program code that, when executed by a processing circuitry, causes the processing circuitry to divide a layout of a semiconductor chip into a plurality of patches, generate a plurality of segments from a layout of each of the plurality of patches, wherein a first patch of the plurality of patches includes first segments and a second patch of the plurality of patches includes second segments, calculate hash values respectively corresponding to the first segments and the second segments by using a hash function, calculate bias values of segments having a first hash value from among the first segments, calculate a representative value based on the bias values, and apply the representative value to the segments having the first hash value from among the first segments.

Method for optical proximity correction in which consistency is maintained and method for manufacturing mask using the same

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Bucheon-si, South Korea

Heungsuk Oh