Recent Research Trends for Acceleration of Semiconductor Device Simulation(Prof. Sung-Min Hong)

2023.11.20
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제목

Recent Research Trends for Acceleration of Semiconductor Device Simulation

날짜

1:00 - 2:00 PM, Nov. 24 (Fri.), 2023

연사

Prof. Sung-Min Hong(Gwangju Institute of Science and Technology)

장소

E3-2. Room #2201 / Zoom: https://kaist.zoom.us/j/5527435408

개요:

– Date & Time: 1:00 – 2:00 PM, Nov. 24 (Fri.), 2023

– Place: E3-2. Room #2201

– Zoom: https://kaist.zoom.us/j/5527435408

– Title : Recent Research Trends for Acceleration of Semiconductor Device Simulation

– Lecturer : Sung-Min Hong(Gwangju Institute of Science and Technology)

– Abstract:

In this work, we explore the topic of accelerated semiconductor device simulation. Recent advancements in this field have

utilized machine learning techniques to mimic the simulation solutions. This presentation critically reviews these recent works,

examining their effectiveness and limitations. Additionally, we introduce an alternative approach to accelerate the semiconductor

device simulation, which is based on the compact charge model and the 1D continuity model. Several issues and their potential

solutions will be briefly discussed.

– Contact: Prof. Yong-Hoon Kim, School of Electrical Engineering & EDISON 2.0 Semiconductor Physics Center, KAIST(y.h.kim@kaist.ac.kr)

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