Learning stiff chemical kinetics using extended deep neural operators

被引:0
|
作者
Goswami, Somdatta [1 ]
Jagtap, Ameya D. [1 ]
Babaee, Hessam [2 ]
Susi, Bryan T. [3 ]
Karniadakis, George Em [1 ]
机构
[1] Division of Applied Mathematics, Brown University, 182 George Street, Providence,RI,02912, United States
[2] Department of Mechanical Engineering and Materials Science, University of Pittsburgh, Pittsburgh,PA,15261, United States
[3] Applied Research Associates, Inc., Raleigh,NC,27615-6545, United States
关键词
We would like to acknowledge the financial support of the Small Business Technology Transfer (STTR) program; USA (Grant No: GR5291245 );
D O I
暂无
中图分类号
学科分类号
摘要
41
引用
收藏
相关论文
共 50 条
  • [41] Learning neural operators on Riemannian manifolds
    Gengxiang Chen
    Xu Liu
    Qinglu Meng
    Lu Chen
    Changqing Liu
    Yingguang Li
    National Science Open, 2024, 3 (06) : 171 - 190
  • [42] CHEMICAL-KINETICS MODELING FOR EVERYMAN - ALGORITHM FOR STIFF EQUATION PROBLEM
    MOORE, WM
    KENNEALY, JP
    ECCLES, TK
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1976, 172 (SEP3): : 7 - 7
  • [43] A neural network learning algorithm of chemical process modeling based on the extended Kalman filter
    Yang, Huizhong
    Li, Jiang
    Ding, Feng
    NEUROCOMPUTING, 2007, 70 (4-6) : 625 - 632
  • [44] Extended-field-of-view CT reconstruction using deep learning
    Fonseca, G. Paiva
    Baer-Beck, M.
    Fournie, E.
    Hofmann, C.
    Rinaldi, I.
    Ollers, M.
    van Elmpt, W.
    Verhagen, F.
    RADIOTHERAPY AND ONCOLOGY, 2022, 170 : S47 - S48
  • [45] SPECnet: Predicting SPEC Scores using Deep Learning Extended Abstract
    Das, Dibyendu
    Raghavendra, Prakash
    Ramachandran, Arun
    COMPANION OF THE 2018 ACM/SPEC INTERNATIONAL CONFERENCE ON PERFORMANCE ENGINEERING (ICPE '18), 2018, : 29 - 32
  • [46] EXTENDED IRREVERSIBLE THERMODYNAMICS AND CHEMICAL-KINETICS
    GARCIACOLIN, LS
    LECTURE NOTES IN PHYSICS, 1984, 199 : 144 - 165
  • [47] Detection of pneumonia using convolutional neural networks and deep learning
    Szepesi, Patrik
    Szilagyi, Laszlo
    BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2022, 42 (03) : 1012 - 1022
  • [48] Using deep learning neural networks for ECG based authentication
    Chamatidis, Ilias
    Katsika, Aggeliki
    Spathoulas, Georgios
    2017 INTERNATIONAL CARNAHAN CONFERENCE ON SECURITY TECHNOLOGY (ICCST), 2017,
  • [49] Unrestricted deep metric learning using neural networks interaction
    Mehralian, Soheil
    Teshnehlab, Mohammad
    Nasersharif, Babak
    PATTERN ANALYSIS AND APPLICATIONS, 2021, 24 (04) : 1699 - 1711
  • [50] Floriculture Classification using Simple Neural Network and Deep Learning
    Dharwadkar, Shrikant
    Bhat, Ganesh
    Reddy, N. V. Subba
    Aithal, Prakash K.
    2017 2ND IEEE INTERNATIONAL CONFERENCE ON RECENT TRENDS IN ELECTRONICS, INFORMATION & COMMUNICATION TECHNOLOGY (RTEICT), 2017, : 619 - 622