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
  • [41] INTEGRATING STATISTICAL UNCERTAINTY INTO NEURAL NETWORK-BASED SPEECH ENHANCEMENT
    Fang, Huajian
    Peer, Tal
    Wermter, Stefan
    Gerkmann, Timo
    2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2022, : 386 - 390
  • [42] DeepSL: Deep Neural Network-based Similarity Learning
    Tourad M.C.
    Abdelmounaim A.
    Dhleima M.
    Telmoud C.A.A.
    Lachgar M.
    International Journal of Advanced Computer Science and Applications, 2024, 15 (03): : 1394 - 1401
  • [43] A survey on deep neural network-based image captioning
    Liu, Xiaoxiao
    Xu, Qingyang
    Wang, Ning
    VISUAL COMPUTER, 2019, 35 (03): : 445 - 470
  • [44] Neural Network-Based Method for Orbit Uncertainty Propagation and Estimation
    Zhou, Xingyu
    Qiao, Dong
    Li, Xiangyu
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2024, 60 (01) : 1176 - 1193
  • [45] Deep neural network-based relation extraction: an overview
    Hailin Wang
    Ke Qin
    Rufai Yusuf Zakari
    Guoming Lu
    Jin Yin
    Neural Computing and Applications, 2022, 34 : 4781 - 4801
  • [46] DeepSL: Deep Neural Network-based Similarity Learning
    Tourad, Mohamedou Cheikh
    Abdelmounaim, Abdali
    Dhleima, Mohamed
    Telmoud, Cheikh Abdelkader Ahmed
    Lachgar, Mohamed
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (03) : 1394 - 1401
  • [47] Analytics of Deep Neural Network-Based Background Subtraction
    Minematsu, Tsubasa
    Shimada, Atsushi
    Uchiyama, Hideaki
    Taniguchi, Rin-ichiro
    JOURNAL OF IMAGING, 2018, 4 (06)
  • [48] A survey on deep neural network-based image captioning
    Xiaoxiao Liu
    Qingyang Xu
    Ning Wang
    The Visual Computer, 2019, 35 : 445 - 470
  • [49] Deep neural network-based underwater OFDM receiver
    Zhang, Jing
    Cao, Yu
    Han, Guangyao
    Fu, Xiaomei
    IET COMMUNICATIONS, 2019, 13 (13) : 1998 - 2002
  • [50] Analytic Deep Neural Network-Based Robot Control
    Nguyen, Huu-Thiet
    Cheah, Chien Chern
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2022, 27 (04) : 2176 - 2184
12345