The Jeong Research Group

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The Jeong Group explores the physics and technology of nanoelectronic devices and is interested in working at the junction between physical modeling and machine learning in order to fully exploit their combined strengths to address many engineering problems with competing multi-objectives and of such large scale and complexity.

We are an interdisciplinary research team with experimentalists and theorists to verify our model and work on a series of research topics in the semiconductor domain for the next 20 years. Current work focuses on developing and applying novel approaches to explore new ideas for emerging materials and devices for many applications such as electronic, energy conversion, optoelectronic, etc., and to better design and manufacture semiconductor materials and devices in complex combinatorial search spaces.

Major research field

Design of advanced nanoelectronics from atom to system based on physics and deep learning model

Desired field of research

Novel simulation methodology with physics-deep learning hybrid approach


  • ED. 전기/전자
  • ED04. 반도체소자·시스템
  • ED0499. 달리 분류되지 않는 반도체소자/시스템