2 citations · 3 across the 3 of their papers we have counts for
5 papers
Unusual phase formation in reactively sputtered La-Co-O perovskite thin films
Tobias H. Piotrowiak, Rico Zehl, Ellen Suhr +4
La-based perovskites are a versatile class of materials that are of interest for solid oxide fuel cells and electrocatalytic water splitting. During fabrication of composition spre…
Combinatorial materials discovery strategy for high entropy alloy electrocatalysts using deposition source permutations
Lars Banko, Olga A. Krysiak, Bin Xiao +6
High entropy alloys offer a huge search space for new electrocatalysts. Searching for a global property maximum in one quinary system could require, depending on compositional reso…
Bayesian Optimization of High-Entropy Alloy Compositions for Electrocatalytic Oxygen Reduction
Jack K. Pedersen, Christian M. Clausen, Olga A. Krysiak +10
Active, selective and stable catalysts are imperative for sustainable energy conversion, and engineering materials with such properties are highly desired. High-entropy alloys (HEA…
Deep learning for visualization and novelty detection in large X-ray diffraction datasets
Lars Banko, Phillip M. Maffettone, Dennis Naujoks +2
We apply variational autoencoders (VAE) to X-ray diffraction (XRD) data analysis on both simulated and experimental thin-film data. We show that crystal structure representations l…
Mastering processing-microstructure complexity through the prediction of thin film structure zone diagrams by generative machine learning models
Lars Banko, Yury Lysogorskiy, Dario Grochla +3
Thin films are ubiquitous in modern technology and highly useful in materials discovery and design. For achieving optimal extrinsic properties their microstructure needs to be cont…