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Genetic algorithm-based optical proximity correction for DMD maskless lithography

Zhuojun Yang, Jie Lin, Liwen Liu, Zhu Zicheng, Rui Zhang, Shaofeng Wen, Yifeng Yin, Changyong Lan, Chun Li, Yong Liu

2023Optics Express31 citationsDOIOpen Access PDF

Abstract

We present an optical proximity correction (OPC) method based on a genetic algorithm for reducing the optical proximity effect-induced pattern distortion in digital micromirror device (DMD) maskless lithography. Via this algorithm-assisted grayscale modulation of the initial mask at the pixel level, the exposure pattern can be enhanced significantly. Actual exposure experiments revealed that the rate of matching between the final exposure pattern and the mask pattern can be increased by up to 20%. This method's applicability to complex masks further demonstrates its universality for mask pattern optimization. We believe that our algorithm-assisted OPC could be highly helpful for high-fidelity and efficient DMD maskless lithography for microfabrication.

Topics & Concepts

Digital micromirror deviceLithographyOptical proximity correctionMaskless lithographyOpticsPhotolithographySpatial light modulatorDistortion (music)MicrofabricationMaterials scienceComputational lithographyComputer scienceX-ray lithographyArtificial intelligenceOptoelectronicsElectron-beam lithographyResistPhysicsNanotechnologyFabricationCMOSPathologyMedicineLayer (electronics)AmplifierAlternative medicineAdvancements in Photolithography TechniquesAdvanced optical system designNanofabrication and Lithography Techniques
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