Device Image-IV Mapping using Variational Autoencoder for Inverse Design and Forward Prediction

被引：0
|
作者：
Lu, Thomas [1 ]
Lu, Albert [1 ]
Wong, Hiu Yung [1 ]
机构：
[1] San Jose State University, M-PAC Lab., San Jose, United States
来源：
International Conference on Simulation of Semiconductor Processes and Devices, SISPAD | 2023年
关键词：
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Drain current - Electronic design automation - Forecasting - Inverse problems - Learning systems - Machine learning - MOS devices - Oxide semiconductors
引用
收藏
页码：161 / 164
相关论文
共 50 条
  • [1] Device Image-IV Mapping using Variational Autoencoder for Inverse Design and Forward Prediction
    Lu, Thomas
    Lu, Albert
    Wong, Hiu Yung
    2023 INTERNATIONAL CONFERENCE ON SIMULATION OF SEMICONDUCTOR PROCESSES AND DEVICES, SISPAD, 2023, : 161 - 164
  • [2] Inverse Design Method of Pressure Distribution Using Variational Autoencoder
    Song, Chao
    Luo, Xiao
    Liu, Hongyang
    Yu, Yonggang
    Li, Weibin
    2023 ASIA-PACIFIC INTERNATIONAL SYMPOSIUM ON AEROSPACE TECHNOLOGY, VOL II, APISAT 2023, 2024, 1051 : 1595 - 1610
  • [3] Forward and inverse design of kirigami via supervised autoencoder
    Hanakata, Paul Z.
    Cubuk, Ekin D.
    Campbell, David K.
    Park, Harold S.
    PHYSICAL REVIEW RESEARCH, 2020, 2 (04):
  • [4] Object Tracking of Aerial Imaging Device Image Using Variational Autoencoder and External Memory
    Park, Keunho
    Kim, Byoungjun
    Kim, Donghoon
    Kim, Seon-Hyeong
    Kim, Seo-jeong
    Jeong, Sunghwan
    2022 THIRTEENTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS (ICUFN), 2022, : 473 - 478
  • [5] Molecular Property Prediction and Molecular Design Using a Supervised Grammar Variational Autoencoder
    Oliveira, Andre F.
    Da Silva, Juarez L. F.
    Quiles, Marcos G.
    JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2022, 62 (04) : 817 - 828
  • [6] Infrared Image Colorization Network using Variational AutoEncoder
    Kim, Heyongyu
    Kim, Jonghyun
    Kim, Joongkyu
    2021 36TH INTERNATIONAL TECHNICAL CONFERENCE ON CIRCUITS/SYSTEMS, COMPUTERS AND COMMUNICATIONS (ITC-CSCC), 2021,
  • [7] Telecom Churn Prediction Using CNN with Variational Autoencoder
    Jain, Hemlata
    Khunteta, Ajay
    Srivastava, Sumit
    SMART SYSTEMS: INNOVATIONS IN COMPUTING (SSIC 2021), 2022, 235 : 583 - 600
  • [8] Forward/Inverse Kinematics Modeling for Tensegrity Manipulator based on Goal-conditioned Variational Autoencoder
    Yoshimitsu, Yuhei
    Osa, Takayuki
    Ikemoto, Shuhei
    2023 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2023, : 6668 - 6673
  • [9] Inverse design of ventilated acoustic resonators using a sound transmission loss-encoded variational autoencoder
    Song, Jin Yeong
    Hwang, Seok Hyeon
    Cho, Min Woo
    Ko, Keon
    Kim, Baekgyu
    Song, Kyungjun
    Park, Sang Min
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2025, 39 (02) : 509 - 518
  • [10] Forward image mapping using image inpainting
    Shen, Chaomin
    Fang, Ailian
    Li, Fang
    Peng, Yaxin
    GEOINFORMATICS 2007: REMOTELY SENSED DATA AND INFORMATION, PTS 1 AND 2, 2007, 6752
12345