25 citations · 60 across the 4 of their papers we have counts for
3 papers · 1 filter
A Topology-Based Approach to Representative Volume Element Assessment in Solid Oxide Cell Anodes Using Large Volume Tomography and Persistent Homology
Aleksandra Kukiełka, Maksym Szemer, Szymon Buchaniec +2
Determining the representative volume element is essential for establishing statistically meaningful microstructure-property relationships. Conventional approaches rely on the conv…
Topology-Informed Machine Learning for Efficient Prediction of Solid Oxide Fuel Cell Electrode Polarization
Maksym Szemer, Szymon Buchaniec, Tomasz Prokop +1
Machine learning has emerged as a potent computational tool for expediting research and development in solid oxide fuel cell electrodes. The effective application of machine learni…
Microstructure Evolution of Solid Oxide Fuel Cell Anodes Characterized by Persistent Homology
Piotr Pawłowski, Szymon Buchaniec, Tomasz Prokop +2
Uncovering microstructure evolution mechanisms that accompany the long-term operation of solid oxide fuel cells is a fundamental challenge in designing a more durable energy system…