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20242026
most citedAccelerating Surface Composition Characterization of Thin-Film Materials Libraries using Multi-Output Gaussian Process Regression

5 citations · 6 across the 3 of their papers we have counts for

collaborators

4 papers

cond-mat.mtrl-sci2026

Influence of Ru content on electrocatalytic activity and defect formation of Au-Pd-Pt-Ru compositionally complex solid solution thin films

Miran Joo, Huixin Xiu, Sabrina Baha +8

Compositionally complex solid solutions (CCSSs) consist of a randomly mixed single phase with the potential to enhance electrocatalytic activity through their polyelemental surface…

cond-mat.mtrl-sci20255 cited

Accelerating Surface Composition Characterization of Thin-Film Materials Libraries using Multi-Output Gaussian Process Regression

F. Thelen, F. Lourens, A. Ludwig

Efficient characterization of surface compositions across high-dimensional materials spaces is critical for accelerating the discovery of surface-dominated functional materials. Wh…

cond-mat.mtrl-sci2025

Accelerating Combinatorial Electrocatalyst Discovery with Bayesian Optimization: A Case Study in the Quaternary System Ni-Pd-Pt-Ru for the Oxygen Evolution Reaction

F. Thelen, R. Zehl, R. Zerdoumi +4

The discovery of high-performance electrocatalysts is crucial for advancing sustainable energy technologies. Compositionally complex solid solutions comprising multiple metals offe…

cond-mat.mtrl-sci20241 cited

Composition-property extrapolation for compositionally complex solid solutions based on word embeddings

Lei Zhang, Lars Banko, Wolfgang Schuhmann +2

Mastering the challenge of predicting properties of unknown materials with multiple principal elements (high entropy alloys/compositionally complex solid solutions) is crucial for…