Microstructure generation via generative adversarial network for heterogeneous, topologically complex 3D materials

T Hsu, WK Epting, H Kim, HW Abernathy, GA Hackett… - Jom, 2021 - Springer
Using a large-scale, experimentally captured 3D microstructure data set, we implement the
generative adversarial network (GAN) framework to learn and generate 3D microstructures …

[HTML][HTML] Advantages of ionic conductors over electronic conductors as infiltrates in solid oxide fuel cell cathodes

H Kim, WK Epting, HW Abernathy, AD Rollett… - International Journal of …, 2024 - Elsevier
To investigate the difference between ionic and electronic conductors as infiltrates in solid
oxide fuel cells (SOFCs), high-throughput and high-performance finite element simulations …

Crystallographic character of grain boundaries resistant to hydrogen-assisted fracture in Ni-base alloy 725

JP Hanson, A Bagri, J Lind, P Kenesei… - Nature …, 2018 - nature.com
Hydrogen embrittlement (HE) causes sudden, costly failures of metal components across a
wide range of industries. Yet, despite over a century of research, the physical mechanisms of …

Modeling Ni redistribution in the hydrogen electrode of solid oxide cells through Ni (OH) 2 diffusion and Ni-YSZ wettability change

Y Lei, YL Lee, WK Epting, JH Mason, TL Cheng… - Journal of Power …, 2022 - Elsevier
Ni redistribution in the hydrogen electrodes of solid oxide cells is an important degradation
mechanism. Its driving force is still under debate. This work focuses on the interplay between …

A novel approach to the optimization of a solid oxide fuel cell anode using evolutionary algorithms

S Buchaniec, A Sciazko, M Mozdzierz, G Brus - Ieee Access, 2019 - ieeexplore.ieee.org
Solid oxide fuel cell (SOFC) has a high energy conversion efficiency and emits a low level of
pollutants in the environment. One of the crucial elements is an anode that, typically, is a …

Mesoscale characterization of local property distributions in heterogeneous electrodes

T Hsu, WK Epting, R Mahbub, NT Nuhfer… - Journal of Power …, 2018 - Elsevier
The performance of electrochemical devices depends on the three-dimensional (3D)
distributions of microstructural features in their electrodes. Several mature methods exist to …

Engineering solid oxide fuel cell electrode microstructure by a micro-modeling tool based on estimation of TPB length

B Timurkutluk, T Altan, S Toros, O Genc, S Celik… - International Journal of …, 2021 - Elsevier
In this study, a typical solid oxide fuel cell (SOFC) electrode microstructure is numerically
optimized in terms of the volume fraction of the catalyst, electrolyte and pore phases via a …

[HTML][HTML] Systematic and predictive trends to chromium poisoning in solid oxide fuel cell cathodes

H Kim, JH Mason, WK Epting, HW Abernathy… - Journal of Power …, 2024 - Elsevier
High performance computing simulations of Cr-poisoning are used to develop systematic
trends for overpotential driven degradation modes in microstructurally resolved fuel cell …

High performance finite element simulations of infiltrated solid oxide fuel cell cathode microstructures

T Hsu, H Kim, JH Mason, R Mahbub, WK Epting… - Journal of Power …, 2022 - Elsevier
To better understand the effects of infiltration on local electrochemistry and transport in solid
oxide fuel cell (SOFCs) electrodes, high-throughput, high-performance finite element …

High-throughput, super-resolution 3D reconstruction of nano-structured solid oxide fuel cell electrodes and quantification of microstructure-property relationships

Y Zhang, F Yan, M Yan, Y Wan, Z Jiao, C Xia… - Journal of Power …, 2019 - Elsevier
Nano-structuring methods are actively applied to solid oxide fuel cell electrodes to reduce
the operating temperature while preserving a high electro-catalytic activity. The unique …