Parameter Optimization of Laser Drilling for Through-Glass Vias Based on Deep Learning and Bayesian Algorithm

被引：0
|
作者：
Ouyang, Yuhang [1 ]
Hou, Dongyang [1 ]
Lv, Ting [1 ]
Dong, Fang [1 ]
Liu, Sheng [1 ]
Zhao, Jianhui [2 ]
机构：
[1] Institute of Technological Sciences, Wuhan University, Wuhan,430072, China
[2] Wuhan University, School of Computer Science, Wuhan,430072, China
来源：
IEEE Transactions on Components, Packaging and Manufacturing Technology | 2024年 / 14卷 / 09期
关键词：
Glass lasers - Glass manufacture - Linear programming - Microelectronics - Nonlinear programming - Semiconducting glass - Semiconductor device manufacture;
D O I：
10.1109/TCPMT.2024.3446510
中图分类号：
学科分类号：
摘要：
引用
下载
收藏
页码：1680 / 1691
相关论文
共 50 条
  • [21] Real-Time Drilling Parameter Optimization Model Based on the Constrained Bayesian Method
    Song, Jinbo
    Wang, Jianlong
    Li, Bingqing
    Gan, Linlin
    Zhang, Feifei
    Wang, Xueying
    Wu, Qiong
    ENERGIES, 2022, 15 (21)
  • [22] Fabrication and Characterization of Through-glass vias (TGV) based 3D Spiral and Toroidal Inductors by Cost-effective ECDM Process
    Kannojia, Harindra K.
    Arab, Julfekar
    Sidhique, Aboobackkar
    Mishra, Dileep K.
    Kumar, Ritesh
    Pednekar, Jaisingh
    Dixit, Pradeep
    2020 IEEE 70TH ELECTRONIC COMPONENTS AND TECHNOLOGY CONFERENCE (ECTC 2020), 2020, : 1192 - 1198
  • [23] Exploration and Analysis of Through-Glass Vias for High-Speed, Low-Loss Vertical Interconnects in Glass-Based 3-D Integrated Circuits
    Fang, Zhen
    Zhang, Jihua
    Liu, Jinxu
    Fu, Juefeng
    Li, Shuqi
    Cai, Xingzhou
    Gao, Libin
    Chen, Hongwei
    Zhang, Wanli
    IEEE TRANSACTIONS ON ELECTRON DEVICES, 2024, 71 (07) : 4267 - 4274
  • [24] A Parallel Algorithm for Bayesian Network Parameter Learning based on Factor Graph
    Zhao, Yue
    Xu, Jungang
    Gao, Yunjun
    2013 IEEE 25TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI), 2013, : 506 - 511
  • [25] Optimization of laser annealing parameters based on bayesian reinforcement learning
    Chang, Chung-Yuan
    Feng, Yen-Wei
    Rawat, Tejender Singh
    Chen, Shih-Wei
    Lin, Albert Shihchun
    JOURNAL OF INTELLIGENT MANUFACTURING, 2024,
  • [26] Multi-objective optimization of machining parameter in laser drilling of glass microballoon/epoxy syntactic foams
    Singh, Shweta
    Doddamani, Mrityunjay
    Powar, Satvasheel
    JOURNAL OF MATERIALS RESEARCH AND TECHNOLOGY-JMR&T, 2023, 23 : 3869 - 3879
  • [27] Bayesian network learning algorithm based on unconstrained optimization and ant colony optimization
    Wang, Chunfeng
    Liu, Sanyang
    Zhu, Mingmin
    JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2012, 23 (05) : 784 - 790
  • [28] Bayesian network learning algorithm based on unconstrained optimization and ant colony optimization
    Chunfeng Wang 1
    2.Department of Mathematics
    Journal of Systems Engineering and Electronics, 2012, 23 (05) : 784 - 790
  • [29] Deep Learning Approach for GNSS Jamming Detection-Based PCA and Bayesian Optimization Feature Selection Algorithm
    Reda, Ali
    Mekkawy, Tamer
    Tsiftsis, Theodoros A.
    Mahran, Ashraf
    IEEE Transactions on Aerospace and Electronic Systems, 2024, 60 (06) : 8349 - 8363
  • [30] Optimization Method of Deep Learning Algorithm Based on Extreme Learning Machine
    Lu, Bo
    Duan, Xiaodong
    Li, Zhijie
    2015 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING APPLICATIONS (CSEA 2015), 2015, : 238 - 243
12345