100 citations · 184 across the 11 of their papers we have counts for
3 papers · 1 filter
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…