18 citations · 18 across the 2 of their papers we have counts for
3 papers
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…
Persistence is All You Need -- A Topological Lens on Microstructural Characterization
Maksym Szemer, Szymon Buchaniec, Grzegorz Brus
The microstructure critically governs the properties of materials used in energy and chemical engineering technologies, from catalysts and filters to thermal insulators and sensors…
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…