Recurrent neural network to predict hyperelastic constitutive behaviors of the skeletal muscle

被引：0
|
作者：
Abbass Ballit
Tien-Tuan Dao
机构：
[1] Univ. Lille,
[2] CNRS,undefined
[3] Centrale Lille,undefined
[4] UMR 9013,undefined
[5] LaMcube,undefined
[6] Laboratoire de Mécanique,undefined
[7] Multiphysique,undefined
[8] Multiéchelle,undefined
来源：
Medical & Biological Engineering & Computing | 2022年 / 60卷
关键词：
Deep learning; Recurrent neural networks; Finite element modeling; Hyperelastic laws; Skeletal muscle;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1177 / 1185
页数：8
相关论文
共 50 条
  • [1] Recurrent neural network to predict hyperelastic constitutive behaviors of the skeletal muscle
    Ballit, Abbass
    Dao, Tien-Tuan
    MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2022, 60 (04) : 1177 - 1185
  • [2] Recurrent neural network to predict hyperelastic constitutive behaviors of the skeletal muscle
    Ballit, Abbass
    Dao, Tien-Tuan
    Medical and Biological Engineering and Computing, 2022, 60 (04): : 1177 - 1185
  • [3] A neural network to predict reactor core behaviors
    Juan Jose Ortiz-Servin
    David A.Pelta
    Jose Alejro Castillo
    Nuclear Science and Techniques, 2014, 25 (01) : 77 - 82
  • [4] A neural network to predict reactor core behaviors
    Jose Ortiz-Servin, Juan
    Pelta, David A.
    Alejandro Castillo, Jose
    NUCLEAR SCIENCE AND TECHNIQUES, 2014, 25 (01)
  • [5] Automated model discovery for muscle using constitutive recurrent neural networks
    Wang, Lucy M.
    Linka, Kevin
    Kuhl, Ellen
    JOURNAL OF THE MECHANICAL BEHAVIOR OF BIOMEDICAL MATERIALS, 2023, 145
  • [6] A Novel Constitutive Parameters Identification Procedure for Hyperelastic Skeletal Muscles Using Two-Way Neural Networks
    Li, Yang
    Sang, Jianbing
    Wei, Xinyu
    Wan, Zijian
    Liu, G. R.
    INTERNATIONAL JOURNAL OF COMPUTATIONAL METHODS, 2022, 19 (02)
  • [7] A multifidelity neural network (MFNN) for constitutive modeling of complex soil behaviors
    Su, Mingming
    Guo, Ning
    Yang, Zhongxuan
    INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS, 2023, 47 (18) : 3269 - 3289
  • [8] Plastic Constitutive Training Method for Steel Based on a Recurrent Neural Network
    Wang, Tianwei
    Yu, Yongping
    Luo, Haisong
    Wang, Zhigang
    BUILDINGS, 2024, 14 (10)
  • [9] Neural network modeling to predict skeletal metastases in prostate cancer
    Wang, Y.
    Chiu, J.
    Wei, L.
    Hung, T.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2006, 33 : S283 - S283
  • [10] Applying Deep Recurrent Neural Network to Predict Vehicle Mobility
    Liu, Wei
    Shoji, Yozo
    2018 IEEE VEHICULAR NETWORKING CONFERENCE (VNC), 2018,
12345