BetaCitation Atlas

RESEARCH PAPER · Computer Methods in Applied Mechanics and Engineering · 2021

Data-driven reduced homogenization for transient diffusion problems with emergent history effects

Read original paper ↗

See where this research leads.

22 direct citing papers in this saved network. Explore the next layer with second-order citations.

Open in your workspace →Saved 2026-10-14 · complete coverage
Filter Citing Papers
Press Enter or comma to add · × to remove · searches titles and available abstracts
Journals
All journals
Most represented first · select one or more
Explore Terms In These PapersHide SuggestionsShow Suggestions

Original and current center papers stay visible as anchors.
Numbers show citations received
42 direct citing works

Data-driven reduced homogenization for transient diffusion problems with emergent history effectsOriginalMultiscale modeling of coupled thermo-hydro-mechanical analysis of heterogeneous porous media41An investigation on the coupling of data-driven computing and model-driven computing34A data-driven approach for instability analysis of thin composite structures19Computational homogenization of fully coupled hydro-mechanical analysis of micro-fractured porous media27Data-driven computing for nonlinear problems of composite structures based on sub-domain search technique17A database construction method for data-driven computational mechanics of composites38Optimizing artificial neural networks for mechanical problems by physics‐based Rao‐Blackwellization: Example of a hyperelastic microsphere model1Unified functional based data-model-coupling computing for composite materials and structures12Data-driven computational framework for snap-through problems11A multiscale approach in modeling of chemically reactive porous media19Neural Network Approximation of Coarse-Scale Surrogates in Numerical Homogenization1Homogenization-based chemomechanical properties of dissipative heterogeneous composites under transient mass diffusion6Evaluation of Effect of Microstructure Size on Plastic Processes of Polycrystalline Metal Using Second-Order Homogenization0Incorporating sufficient physical information into artificial neural networks: A guaranteed improvement via physics-based Rao-Blackwellization13Model-free chemomechanical interfaces: History-dependent damage under transient mass diffusion8A micromechanical solving method integrating the physics-informed neural network with the self-consistent cluster analysis method for composites laminate17Data-driven scheme for two-scale chemo-mechanical coupled problem for heterogeneous materials under transient chemical diffusion3Data-driven Thermo-mechanical Interfaces: Thermal Mismatch Induced Interface Debonding7Criterion-free and model-free data-driven framework for failure prediction of composites0Evaluation of effect of relative microstructure size on roll-forming processes of polycrystalline metal using second-order homogenization method0A hybrid finite element-based FE2 formulation for multiscale simulation of heterogeneous materials0High-dimensional data-driven simulation for multiphysics problems with quantum computing0

Arrows point to the paper being cited. Selecting a paper shows its incoming citations and its known path back to the original paper.

Browse Matching Papers

Papers that cite this work

22 direct citing papers saved.

  1. Multiscale modeling of coupled thermo-hydro-mechanical analysis of heterogeneous porous media

    Computer Methods in Applied Mechanics and Engineering · 2022-01-21

    Saeed Saeedmonir, Amir Reza Khoei

    Read original paper ↗ ·
  2. An investigation on the coupling of data-driven computing and model-driven computing

    Computer Methods in Applied Mechanics and Engineering · 2022-03-11

    Jie Yang, Wei Liang Huang, Qun Huang, Heng Hu

    Read original paper ↗ ·
  3. A data-driven approach for instability analysis of thin composite structures

    Computers & Structures · 2022-09-14

    Xiaowei Bai, Jie Yang, Wei Qi Yan, Qun Huang, Salim Belouettar, Heng Hu

    Read original paper ↗ ·
  4. Computational homogenization of fully coupled hydro-mechanical analysis of micro-fractured porous media

    Computers and Geotechnics · 2022-11-18

    Amir Reza Khoei, Saeed Saeedmonir, Amin Misaghi Bonabi

    Read original paper ↗ ·
  5. Data-driven computing for nonlinear problems of composite structures based on sub-domain search technique

    Computers & Structures · 2023-01-30

    Zengtao Kuang, Wei Qi Yan, Kun Yu, Rui Xu, Liang Li, Qun Huang, Jie Yang, Gaetano Giunta, Salim Belouettar

    Read original paper ↗ ·
  6. A database construction method for data-driven computational mechanics of composites

    International Journal of Mechanical Sciences · 2023-02-28

    Liang Li, Qian Shao, Yichen Yang, Zengtao Kuang, Wei Qi Yan, Jie Yang, Ahmed Makradi, Heng Hu

    Read original paper ↗ ·
  7. Optimizing artificial neural networks for mechanical problems by physics‐based Rao‐Blackwellization: Example of a hyperelastic microsphere model

    PAMM · 2023-03-01

    Gian-Luca Geuken, Jörn Mosler, Patrick S. Kurzeja

    Read original paper ↗ ·
  8. Unified functional based data-model-coupling computing for composite materials and structures

    Composite Structures · 2023-03-02

    Jie Yang, Ping Li, Yi Zhang, Yanchuan Hui, Lihua Xu, Noureddine Damil, Heng Hu

    Read original paper ↗ ·
  9. Data-driven computational framework for snap-through problems

    International Journal of Solids and Structures · 2023-03-24

    Zengtao Kuang, Xiaowei Bai, Qun Huang, Jie Yang, Wei Liang Huang, Salim Belouettar, Heng Hu

    Read original paper ↗ ·
  10. A multiscale approach in modeling of chemically reactive porous media

    Computers and Geotechnics · 2023-10-20

    Saeed Saeedmonir, M.H. Adeli, Amir Reza Khoei

    Read original paper ↗ ·
  11. Neural Network Approximation of Coarse-Scale Surrogates in Numerical Homogenization

    Multiscale Modeling and Simulation · 2023-10-20

    Fabian Kröpfl, Roland Maier, Daniel Peterseim

    Read original paper ↗ ·
  12. Homogenization-based chemomechanical properties of dissipative heterogeneous composites under transient mass diffusion

    International Journal of Solids and Structures · 2023-12-13

    Yiqi Mao, Cong Wang, Yikun Wu, Haosen Chen

    Read original paper ↗ ·
  13. Evaluation of Effect of Microstructure Size on Plastic Processes of Polycrystalline Metal Using Second-Order Homogenization

    SSRN Electronic Journal · 2024-01-01

    Makoto UCHIDA, Masashi Sakamoto, Yoshihisa KANEKO, Varvara G. Kouznetsova

    Read original paper ↗ ·
  14. Incorporating sufficient physical information into artificial neural networks: A guaranteed improvement via physics-based Rao-Blackwellization

    Computer Methods in Applied Mechanics and Engineering · 2024-02-19

    Gian-Luca Geuken, Jörn Mosler, Patrick S. Kurzeja

    Read original paper ↗ ·
  15. Model-free chemomechanical interfaces: History-dependent damage under transient mass diffusion

    Computer Methods in Applied Mechanics and Engineering · 2024-08-22

    Lizhenhui Zhou, Wenyang Liu, Yiqi Mao, Shujuan Hou

    Read original paper ↗ ·
  16. A micromechanical solving method integrating the physics-informed neural network with the self-consistent cluster analysis method for composites laminate

    Composite Structures · 2025-05-16

    Wenlong Hu, Hui Dong Cheng, Caoyang Wang, Liang He, Kaifu Zhang, Yuan Li, Biao Liang

    Read original paper ↗ ·
  17. Data-driven scheme for two-scale chemo-mechanical coupled problem for heterogeneous materials under transient chemical diffusion

    Extreme Mechanics Letters · 2025-06-04

    Xinwei Yang, Xinwei Yang, Chunwang He, Jie Yang, Le Yang, Yikun Wu, Le Yang, Haosen Chen

    Read original paper ↗ ·
  18. Data-driven Thermo-mechanical Interfaces: Thermal Mismatch Induced Interface Debonding

    International Journal of Mechanical Sciences · 2025-09-27

    Lizhenhui Zhou, Yaokun Li, Yiqi Mao, Shujuan Hou

    Read original paper ↗ ·
  19. Criterion-free and model-free data-driven framework for failure prediction of composites

    Composite Structures · 2025-11-26

    Liang Li, Jie Yang, Xiaowei Bai, Qun Huang, Gaetano Giunta, Salim Belouettar, Huicui Li, Heng Hu

    Read original paper ↗ ·
  20. Evaluation of effect of relative microstructure size on roll-forming processes of polycrystalline metal using second-order homogenization method

    Mechanical Engineering Journal · 2026-01-01

    Makoto UCHIDA, Masashi Sakamoto, Yoshihisa KANEKO, Varvara G. Kouznetsova

    Read original paper ↗ ·
  21. A hybrid finite element-based FE2 formulation for multiscale simulation of heterogeneous materials

    Computer Methods in Applied Mechanics and Engineering · 2026-04-23

    Sourav Kumar, Navin Kumar, Manish Kumar Agrawal

    Read original paper ↗ ·
  22. High-dimensional data-driven simulation for multiphysics problems with quantum computing

    International Journal of Mechanical Sciences · 2026-08-10

    Liang Li, Yongchun Xu, Zhaohui Liu, Qun Huang, Jie Yang, Heng Hu

    Read original paper ↗ ·