18 citations · 18 across the 2 of their papers we have counts for
2 papers
cs.CE2025
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…
cond-mat.mtrl-sci2024★ 18 cited
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…