Pores for thought: generative adversarial networks for stochastic reconstruction of 3D multi-phase electrode microstructures with periodic boundaries

Comparison of current methods for implementing periodic boundary conditions in multi-scale homogenisation

(2019) Petr Henyš et al.   EUROPEAN JOURNAL OF MECHANICS A-SOLIDS

Stochastic geometrical modeling of solid oxide cells electrodes validated on 3D reconstructions

(2018) H. Moussaoui et al.   COMPUTATIONAL MATERIALS SCIENCE

Accelerating Science with Generative Adversarial Networks: An Application to 3D Particle Showers in Multilayer Calorimeters

(2018) Michela Paganini et al.   PHYSICAL REVIEW LETTERS

Stochastic Reconstruction of an Oolitic Limestone by Generative Adversarial Networks

(2018) Lukas Mosser et al.   TRANSPORT IN POROUS MEDIA

On a pluri-Gaussian model for three-phase microstructures, with applications to 3D image data of gas-diffusion electrodes

(2018) Matthias Neumann et al.   COMPUTATIONAL MATERIALS SCIENCE

Microstructural correlations for specific surface area and triple phase boundary length for composite electrodes of solid oxide cells

(2018) H. Moussaoui et al.   JOURNAL OF POWER SOURCES

Optimal combining of microstructures using statistical correlation functions

(2018) Ali Hasanabadi et al.   INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES

Application of full set of two point correlation functions from a pair of 2D cut sections for 3D porous media reconstruction

(2017) Hossein Izadi et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Degradation of (La0.6Sr0.4)0.95(Co0.2Fe0.8)O3−δ Solid Oxide Fuel Cell Cathodes at the Nanometer Scale and below

(2016) Na Ni et al.   ACS Applied Materials & Interfaces

Optimization of solid oxide fuel cell cathodes using two-point correlation functions

(2016) Ali Hasanabadi et al.   COMPUTATIONAL MATERIALS SCIENCE

3D microstructural reconstruction of heterogeneous materials from 2D cross sections: A modified phase-recovery algorithm

(2016) Ali Hasanabadi et al.   COMPUTATIONAL MATERIALS SCIENCE

Experiment and simulation of the fabrication process of lithium-ion battery cathodes for determining microstructure and mechanical properties

(2016) Mehdi M. Forouzan et al.   JOURNAL OF POWER SOURCES

Deep learning

(2015) Yann LeCun et al.   NATURE

The application of phase contrast X-ray techniques for imaging Li-ion battery electrodes

(2014) D.S. Eastwood et al.   NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION B-BEAM INTERACTIONS WITH MATERIALS AND ATOMS

Stochastic reconstruction and electrical transport studies of porous cathode of Li-ion batteries

(2012) N. Siddique et al.   JOURNAL OF POWER SOURCES

Percolating behavior of sintered random packings of spheres

(2012) A. Bertei et al.   POWDER TECHNOLOGY

Modelling the 3D microstructure and performance of solid oxide fuel cell electrodes: Computational parameters

(2011) Qiong Cai et al.   ELECTROCHIMICA ACTA

Three-phase solid oxide fuel cell anode microstructure realization using two-point correlation functions

(2010) M. Baniassadi et al.   ACTA MATERIALIA

Process based reconstruction and simulation of a three-dimensional fuel cell catalyst layer

(2010) N.A. Siddique et al.   ELECTROCHIMICA ACTA

Microstructure degradation of cermet anodes for solid oxide fuel cells: Quantification of nickel grain growth in dry and in humid atmospheres

(2010) L. Holzer et al.   JOURNAL OF POWER SOURCES

Computation of TPB length, surface area and pore size from numerical reconstruction of composite solid oxide fuel cell electrodes

(2009) Ben Kenney et al.   JOURNAL OF POWER SOURCES

Geometrical modeling of microstructure of solid oxide fuel cell composite electrodes

(2008) Abbaspour Ali et al.   JOURNAL OF POWER SOURCES

Micro modeling of solid oxide fuel cell anode based on stochastic reconstruction

(2008) Yoshinori Suzue et al.   JOURNAL OF POWER SOURCES

Modeling heterogeneous materials via two-point correlation functions. II. Algorithmic details and applications

(2008) Y. Jiao et al.   PHYSICAL REVIEW E