Microstructure Generation via Generative Adversarial Network for Heterogeneous, Topologically Complex 3D Materials

Distributions of local electrochemistry in heterogeneous microstructures of solid oxide fuel cells using high-performance computations

(2020) Tim Hsu et al.   ELECTROCHIMICA ACTA

Improving direct physical properties prediction of heterogeneous materials from imaging data via convolutional neural network and a morphology-aware generative model

(2018) Ruijin Cang et al.   COMPUTATIONAL MATERIALS SCIENCE

An efficient approach for prediction of Warburg-type resistance under working currents

(2018) Tao Yang et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Mesoscale characterization of local property distributions in heterogeneous electrodes

(2018) Tim Hsu et al.   JOURNAL OF POWER SOURCES

Performance Degradation Predictions Based on Microstructural Evolution Due to Grain Coarsening Effects in Solid Oxide Fuel Cell Electrodes

(2018) Jerry Mason et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Computational microstructure characterization and reconstruction: Review of the state-of-the-art techniques

(2018) Ramin Bostanabad et al.   PROGRESS IN MATERIALS SCIENCE

Generation of statistically representative synthetic three-dimensional microstructures

(2018) Sudipto Mandal et al.   SCRIPTA MATERIALIA

Stochastic Reconstruction of an Oolitic Limestone by Generative Adversarial Networks

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

Microstructural Materials Design via Deep Adversarial Learning Methodology

(2018) Zijiang Yang et al.   JOURNAL OF MECHANICAL DESIGN

Quantifying intermediate-frequency heterogeneities of SOFC electrodes using X-ray computed tomography

(2017) William K. Epting et al.   JOURNAL OF THE AMERICAN CERAMIC SOCIETY

Stochastic microstructure characterization and reconstruction via supervised learning

(2016) Ramin Bostanabad et al.   ACTA MATERIALIA

Descriptor-based methodology for statistical characterization and 3D reconstruction of microstructural materials

(2014) Hongyi Xu et al.   COMPUTATIONAL MATERIALS SCIENCE

Efficient 3D porous microstructure reconstruction via Gaussian random field and hybrid optimization

(2013) Z. JIANG et al.   JOURNAL OF MICROSCOPY

Resolving the Three-Dimensional Microstructure of Polymer Electrolyte Fuel Cell Electrodes using Nanometer-Scale X-ray Computed Tomography

(2011) William K. Epting et al.   ADVANCED FUNCTIONAL MATERIALS

Three-dimensional bicontinuous ultrafast-charge and -discharge bulk battery electrodes

(2011) Huigang Zhang et al.   Nature Nanotechnology

Multifunctional 3D nanoarchitectures for energy storage and conversion

(2008) Debra R. Rolison et al.   CHEMICAL SOCIETY REVIEWS

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

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