Suhyeong Choi (최수형)
Ph.D. candidate, Stanford Univiersity
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Last updateAugust 12, 2021
Education
- KAIST, School of Electrical Engineering M.S. (Mar. 2016 – Feb. 2018)
- KAIST, School of Electrical Engineering B.S. (Mar. 2011 – Feb. 2016)
- Gyeongbuk Science High School (Mar. 2009 – Feb. 2011)
Research Interests
- Thermal analysis
- Optical proximity correction (OPC)
- Neuromorphic hardware
Experiences
- Engineer, Semiconductor Research Center, Samsung Electronics (Jan. 2021 – 2022)
- Researcher, Koh Young Technology (Jan. 2018 – Dec. 2020)
- Intern, IMEC, Belgium (Jan. 2017 – Feb. 2017)
- Intern, IMEC, Belgium (Jun. 2016 – Sep. 2016)
- Richard Newton Young Student Fellow Award @ the 53rd DAC (Jun. 2016)
Publications
Journal Papers
- Suhyeong Choi, Seongbo Shim, and Youngsoo Shin, “Neural network classifier-based OPC with imbalanced training data,” IEEE Transactions on CAD of Integrated Circuits and Systems, vol. 38, no. 5, pp. 938-948, May. 2019.
- Suhyeong Choi, Seongbo Shim, and Youngsoo Shin, “Electrothermal analysis with non-convective boundary conditions,” IEEE Transactions on Circuits and Systems II, vol. 65, no. 8, pp. 1044-1048, Aug. 2018.
- Seongbo Shim, Suhyeong Choi, and Youngsoo Shin, “Light interference map: a prescriptive optimization of lithography-friendly layout,” IEEE Transactions on Semiconductor Manufacturing, vol. 29, pp.44-49, Feb. 2016.
Conference Papers
- Seongbo Shim, Suhyeong Choi, and Youngsoo Shin, “Machine learning-based 3D resist model,” Proc. SPIE Advanced Lithography, Feb. 2017.
- Suhyeong Choi, Jae Uk Lee, Victor Blanco, Ryoung-Han Kim, and Youngsoo Shin, “2D self-aligned via patterning strategy with EUV single exposure in 3nm technology,” Proc. SPIE Advanced Lithography, Feb. 2017.
- Suhyeong Choi, Jae Uk Lee, Victor Blanco, Peter Debacker, Praveen Raghavan, Ryoung-Han Kim, and Youngsoo Shin, “Large marginal 2D self-aligned via patterning for sub-5nm technology,” Proc. SPIE Advanced Lithography, Feb. 2017.
- Kiwon Yoon, Suhyeong Choi, and Youngsoo Shin, “Area efficient neuromorphic circuit based on stochastic computation,” Proc. Int’l SoC Design Conf. (ISOCC), Oct. 2016.
- Seongbo Shim, Suhyeong Choi, and Youngsoo Shin, “Machine learning (ML)-based lithography optimization,” Proc. Asia Pacific Conf. on Circuits and Systems (APCCAS), Oct. 2016.
- Suhyeong Choi, Seongbo Shim, and Youngsoo Shin, “Machine learning (ML)-guided OPC using basis functions of polar Fourier transform,” Proc. SPIE Advanced Lithography, Feb. 2016.
- Suhyeong Choi, Seongbo Shim, and Youngsoo Shin, “Electrothermal analysis with generalized boundary conditions,” Proc. Int’l SoC Design Conf. (ISOCC), Nov. 2015.