Uncertainty quantification of deep neural network-based turbulence model for reactor transient analysis

被引：0
作者：
Liu, Yang [1 ]
Hu, Rui [1 ]
Balaprakash, Prasanna [2 ]
机构：
[1] Nuclear Science and Engineering Division, Argonne National Laboratory, Lemont,IL, United States
[2] Mathematics and Computer Science Division, Argonne National Laboratory, Lemont,IL, United States
来源：
Proceedings of the 2021 ASME Verification and Validation Symposium, VVS 2021 | 2021年
关键词：
11;
D O I：
10.1115/VVS2021-65045
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [31] A Deep Neural Network-Based Model for Quantitative Evaluation of the Effects of Swimming Training
    Hou, Jun-Jie
    Tian, Hui-Li
    Lu, Biao
    [J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [32] DEEP NEURAL NETWORK-BASED ENSEMBLE MODEL FOR EYE DISEASES DETECTION AND CLASSIFICATION
    Jeny, Afsana Ahsan
    Junayed, Masum Shah
    Islam, Md Baharul
    [J]. IMAGE ANALYSIS & STEREOLOGY, 2023, 42 (02) : 77 - 91
  • [33] Neural Network-Based Hammerstein Model Identification of a Lab-Scale Batch Reactor
    Balakrishnan, Murugan
    Rajendran, Vinodha
    Prajwal, Shettigar J.
    Indiran, Thirunavukkarasu
    [J]. ACS OMEGA, 2023, 9 (01): : 1762 - 1769
  • [34] A neural network-based model for lower limb continuous estimation against the disturbance of uncertainty*
    Li, Wanting
    Liu, Keping
    Sun, Zhongbo
    Li, Chunxu
    Chai, Yuanyuan
    Gu, Jian
    [J]. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2022, 71
  • [35] A deep neural network-based model for named entity recognition for Hindi language
    Sharma, Richa
    Morwal, Sudha
    Agarwal, Basant
    Chandra, Ramesh
    Khan, Mohammad S.
    [J]. NEURAL COMPUTING & APPLICATIONS, 2020, 32 (20) : 16191 - 16203
  • [36] Identification of Fake News Using Deep Neural Network-Based Hybrid Model
    Gupta S.
    Verma B.
    Gupta P.
    Goel L.
    Yadav A.K.
    Yadav D.
    [J]. SN Computer Science, 4 (5)
  • [37] A deep neural network-based model for named entity recognition for Hindi language
    Richa Sharma
    Sudha Morwal
    Basant Agarwal
    Ramesh Chandra
    Mohammad S. Khan
    [J]. Neural Computing and Applications, 2020, 32 : 16191 - 16203
  • [38] One Versus All for Deep Neural Network for Uncertainty (OVNNI) Quantification
    Franchi, Gianni
    Bursuc, Andrei
    Aldea, Emanuel
    Dubuisson, Severine
    Bloch, Isabelle
    [J]. IEEE ACCESS, 2022, 10 : 7300 - 7312
  • [39] Deep neural network-based relation extraction: an overview
    Wang, Hailin
    Qin, Ke
    Zakari, Rufai Yusuf
    Lu, Guoming
    Yin, Jin
    [J]. NEURAL COMPUTING & APPLICATIONS, 2022, 34 (06) : 4781 - 4801
  • [40] DeepLoc: Deep Neural Network-based Telco Localization
    Zhang, Yige
    Xiao, Yu
    Zhao, Kai
    Rao, Weixiong
    [J]. PROCEEDINGS OF THE 16TH EAI INTERNATIONAL CONFERENCE ON MOBILE AND UBIQUITOUS SYSTEMS: COMPUTING, NETWORKING AND SERVICES (MOBIQUITOUS'19), 2019, : 258 - 267
12345