1. Samsung Advanced of Institute of Technology,  Suwon, Republic of Korea.

Principal Researcher in AI Center:2024-03 - present

Senior Researcher in AI Center: 2017-11 - 2024-02

• Research Subjects

  • ML-based Automated Circuit Design

    • Analog Circuit Transistor Sizing

    • 1D Placement for Peripheral Regions in DRAM

    • 2D Routing in Macro Cells for Peripheral Regions

  • ML-based Automated Circuit Verification with respect to Machine Learning

    • Automatic Test Scenario Generation For Full Branch Coverage in SSD

    • Automatic Difference Detection for Test Scenario Generation in SSD

  • ML-based Automated Circuit Parameters Optimization on Machine Learning

    • Commercial Tools Performance Maximization

    • Eye Diagram Optimization

2. China Science Research Center: Beijing, China.

Research Fellow: 2016-09 - 2017-10

• Research Subjects

  • Blow-up of Generalized Ginzburg-Landau Equations

  • Stability Analysis of the Magneto-Hydrodynamics equations

  • Global Well-posedness of the Navier-Stokes Equations