A data-driven computational homogenization method based on neural networks for the nonlinear anisotropic electrical response of graphene/polymer nanocomposites

A data-driven approach to nonlinear elasticity

(2018) Lu Trong Khiem Nguyen et al.   COMPUTERS & STRUCTURES

Two-stage data-driven homogenization for nonlinear solids using a reduced order model

(2018) Felix Fritzen et al.   EUROPEAN JOURNAL OF MECHANICS A-SOLIDS

Low electrical percolation thresholds and nonlinear effects in graphene-reinforced nanocomposites: A numerical analysis

(2018) Xiaoxin Lu et al.   JOURNAL OF COMPOSITE MATERIALS

A multilevel projection-based model order reduction framework for nonlinear dynamic multiscale problems in structural and solid mechanics

(2017) Matthew J. Zahr et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Multiscale modeling of nonlinear electric conductivity in graphene-reinforced nanocomposites taking into account tunnelling effect

(2017) Xiaoxin Lu et al.   JOURNAL OF COMPUTATIONAL PHYSICS

A Manifold Learning Approach to Data-Driven Computational Elasticity and Inelasticity

(2016) Rubén Ibañez et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Data-driven computational mechanics

(2016) T. Kirchdoerfer et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

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

Investigation of nonlinear I–V behavior of CNTs filled polymer composites

(2016) Jian Wang et al.   Materials Science and Engineering B-Advanced Functional Solid-State Materials

Multiscale modeling of microstructure–property relations

(2016) M.G.D. Geers et al.   MRS BULLETIN

Investigation of nonlinear I–V behavior of CNTs filled polymer composites

(2016) Jian Wang et al.   Materials Science and Engineering B-Advanced Functional Solid-State Materials

Highly Sensitive Piezo-Resistive Graphite Nanoplatelet–Carbon Nanotube Hybrids/Polydimethylsilicone Composites with Improved Conductive Network Construction

(2015) Hang Zhao et al.   ACS Applied Materials & Interfaces

Dynamic data-driven reduced-order models

(2015) Benjamin Peherstorfer et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Computational homogenization of nonlinear elastic materials using neural networks

(2015) B. A. Le et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Exceptional Electrical Conductivity and Fracture Resistance of 3D Interconnected Graphene Foam/Epoxy Composites

(2014) Jingjing Jia et al.   ACS Nano

Unique hybridized graphene and its high dielectric constant composites with enhanced frequency stability, low dielectric loss and percolation threshold

(2014) Tongxing Wang et al.   CARBON

High-performance model reduction techniques in computational multiscale homogenization

(2014) J.A. Hernández et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Comparison of filler percolation and mechanical properties in graphene and carbon nanotubes filled epoxy nanocomposites

(2013) M. Martin-Gallego et al.   EUROPEAN POLYMER JOURNAL

Characteristics of the Electrical Percolation in Carbon Nanotubes/Polymer Nanocomposites

(2011) Xiaomei Zeng et al.   Journal of Physical Chemistry C

Interfacial discontinuity relations for coupled multifield phenomena and their application to the modeling of thin interphases as imperfect interfaces

(2011) S.T. Gu et al.   JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

Multi-scale models and mathematical aspects in solid and fluid mechanics

(2010) Adnan Ibrahimbegovic et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

An electrically conducting polymer/graphene composite with a very low percolation threshold

(2010) Huan Pang et al.   MATERIALS LETTERS

Preparation of graphene nanosheet/polymer composites using in situ reduction–extractive dispersion

(2009) Tong Wei et al.   CARBON

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

Microstructure sensitive design for performance optimization

(2009) David T. Fullwood et al.   PROGRESS IN MATERIALS SCIENCE

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

Effects of surface modification on the dispersion and electrical conductivity of carbon nanotube/polyaniline composites

(2008) O PARK et al.   SCRIPTA MATERIALIA

A new neural network-based model for hysteretic behavior of materials

(2007) Gun Jin Yun et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING