A Stochastic FE2 Data-Driven Method for Nonlinear Multiscale Modeling
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
A Stochastic FE2 Data-Driven Method for Nonlinear Multiscale Modeling
Authors
Keywords
-
Journal
Materials
Volume 14, Issue 11, Pages 2875
Publisher
MDPI AG
Online
2021-05-27
DOI
10.3390/ma14112875
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- A computationally tractable framework for nonlinear dynamic multiscale modeling of membrane woven fabrics
- (2021) Philip Avery et al. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
- Micromechanics-based surrogate models for the response of composites: A critical comparison between a classical mesoscale constitutive model, hyper-reduction and neural networks
- (2020) I.B.C.M. Rocha et al. EUROPEAN JOURNAL OF MECHANICS A-SOLIDS
- A surrogate model for computational homogenization of elastostatics at finite strain using HDMR ‐based neural network
- (2020) Vien Minh Nguyen‐Thanh et al. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
- In‐situ adaptive reduction of nonlinear multiscale structural dynamics models
- (2020) Wanli He et al. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
- A recurrent neural network-accelerated multi-scale model for elasto-plastic heterogeneous materials subjected to random cyclic and non-proportional loading paths
- (2020) Ling Wu et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- A Fourier‐based machine learning technique with application in engineering
- (2020) Michaёl Peigney INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
- High fracture toughness micro-architectured materials
- (2020) Y. Liu et al. JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
- The key role of processing in tuning nonlinear viscoelastic properties and microwave absorption in CNT-based polymer nanocomposites
- (2020) Milad Kamkar et al. Materials Today Communications
- Smart constitutive laws: Inelastic homogenization through machine learning
- (2020) Hernan J. Logarzo et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- A coupled FE-FFT multiscale method for progressive damage analysis of 3D braided composite beam under bending load
- (2019) Guodong Fang et al. COMPOSITES SCIENCE AND TECHNOLOGY
- Bayesian inference of non-linear multiscale model parameters accelerated by a Deep Neural Network
- (2019) Ling Wu et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- A nonlinear data-driven reduced order model for computational homogenization with physics/pattern-guided sampling
- (2019) Satyaki Bhattacharjee et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- Multi-dimensional wavelet reduction for the homogenisation of microstructures
- (2019) Rody A. van Tuijl et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- Accelerating multiscale finite element simulations of history-dependent materials using a recurrent neural network
- (2019) F. Ghavamian et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- Deep learning predicts path-dependent plasticity
- (2019) M. Mozaffar et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Micromechanics of reinforcement of a graphene-based thermoplastic elastomer nanocomposite
- (2018) Mufeng Liu et al. COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING
- A multiscale multi-permeability poroplasticity model linked by recursive homogenizations and deep learning
- (2018) Kun Wang et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- Two-stage data-driven homogenization for nonlinear solids using a reduced order model
- (2018) Felix Fritzen et al. EUROPEAN JOURNAL OF MECHANICS A-SOLIDS
- Comparison of reduced order homogenization techniques: pRBMOR, NUTFA and MxTFA
- (2018) F. Covezzi et al. MECCANICA
- Additive Manufacturing and Performance of Architectured Cement-Based Materials
- (2018) Mohamadreza Moini et al. ADVANCED MATERIALS
- A data-driven computational homogenization method based on neural networks for the nonlinear anisotropic electrical response of graphene/polymer nanocomposites
- (2018) Xiaoxin Lu et al. COMPUTATIONAL MECHANICS
- Multiscale modeling of nonlinear electric conductivity in graphene-reinforced nanocomposites taking into account tunnelling effect
- (2017) Xiaoxin Lu et al. JOURNAL OF COMPUTATIONAL PHYSICS
- Mechanical properties of 3D printed polymeric cellular materials with triply periodic minimal surface architectures
- (2017) Diab W. Abueidda et al. MATERIALS & DESIGN
- Self-consistent clustering analysis: An efficient multi-scale scheme for inelastic heterogeneous materials
- (2016) Zeliang Liu et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- A nonlinear manifold-based reduced order model for multiscale analysis of heterogeneous hyperelastic materials
- (2016) Satyaki Bhattacharjee et al. JOURNAL OF COMPUTATIONAL PHYSICS
- Multiscale modeling of microstructure–property relations
- (2016) M.G.D. Geers et al. MRS BULLETIN
- Computational homogenization of nonlinear elastic materials using neural networks
- (2015) B. A. Le et al. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
- GPU accelerated computational homogenization based on a variational approach in a reduced basis framework
- (2014) Felix Fritzen et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- Uncertainty quantification in computational stochastic multiscale analysis of nonlinear elastic materials
- (2012) A. Clément et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- Computational nonlinear stochastic homogenization using a nonconcurrent multiscale approach for hyperelastic heterogeneous microstructures analysis
- (2012) A. Clément et al. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
- Enhanced Electrical Conductivity in Polystyrene Nanocomposites at Ultra-Low Graphene Content
- (2011) Xian-Yong Qi et al. ACS Applied Materials & Interfaces
- Numerically explicit potentials for the homogenization of nonlinear elastic heterogeneous materials
- (2009) J. Yvonnet et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- Multi-scale computational homogenization: Trends and challenges
- (2009) M.G.D. Geers et al. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS
- Numerical modelling of the effective conductivities of composites with arbitrarily shaped inclusions and highly conducting interface
- (2008) J. Yvonnet et al. COMPOSITES SCIENCE AND TECHNOLOGY
- Nonuniform transformation field analysis of elastic–viscoplastic composites
- (2008) S. Roussette et al. COMPOSITES SCIENCE AND TECHNOLOGY
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now