5 citations · 5 across the 6 of their papers we have counts for
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Work Function and High-Coverage Adsorption Energy as Hydrogen-Evolution Descriptors on Ag-Au-Pd-Pt Alloys
Zacharias Liasi, Ridha Zerdoumi, Felix Thelen +8
Hydrogen-evolution activity is commonly rationalized through hydrogen adsorption energies and the Sabatier principle, yet this descriptor picture becomes ambiguous on multimetallic…
Autonomous scanning electrochemical cell microscopy enables rapid exploration of large compositionally complex material spaces
Felix Thelen, Moonjoo Kim, Geovane Arruda de Oliveira +3
Alloying is a central strategy in electrocatalysis, enabling fine-tuning of electronic structure. In particular, compositionally complex solid solutions (CCSS) often called high-en…
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…
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…
A Python-Based Approach to Sputter Deposition Simulations in Combinatorial Materials Science
Felix Thelen, Rico Zehl, Jan Lukas Bürgel +2
Magnetron sputtering is an essential technique in combinatorial materials science, enabling the efficient synthesis of thin-film materials libraries with continuous compositional g…
Speeding up high-throughput characterization of materials libraries by active learning: autonomous electrical resistance measurements
Felix Thelen, Lars Banko, Rico Zehl +2
High-throughput experimentation enables efficient search space exploration for the discovery and optimization of new materials. However, large search spaces of, e.g., compositional…