Design Technology Lab

DT LAB   →  Ph.D. Candidates   →  Zhang Shilong

Zhang Shilong

Ph.D. candidate, School of EE, KAIST
  • location
    291 Daehak-ro, Yuseong-gu, Daejeon 34141, Korea
  • Office
    School of Electrical Engineering (E3-2), 5219

Education

  • KAIST, School of Electrical Engineering Ph.D. (M.S. integrated) (Sep. 2023 – Present)
  • KAIST, School of Electrical Engineering M.S. (Sep. 2022 – Aug. 2023)
  • KAIST, School of Electrical Engineering B.S. (Sep. 2018 – Jun. 2022)
  • The Middle School Attached to Sichuan University (Sep. 2015 – Jun. 2018)

Honors

Research Interests

  • Machine learning guided computational lithography

Publications

Journal Papers

Conference Papers

  • Shilong Zhang and Youngsoo Shin, “Unified Inverse Lithography Technology (ILT) and Fracturing through Recurrent Neural Network,” Proc. SPIE Advanced Lithography, submitted.
  • Shilong Zhang, Seohyun Kim, and Youngsoo Shin, “Fast and Accurate Matrix-OPC with MEEF Prediction Using Kolmogorov-Arnold Network,” Proc. SPIE Advanced Lithography, submitted.
  • Seohyun Kim, Gangmin Cho, Shilong Zhang, and Youngsoo Shin, “Fast and accurate curvilinear OPC with ML-guided curve correction,” Proc. Int’l SoC Design Conf. (ISOCC), Aug. 2024.
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