Lars Banko

1. Deep learning for visualization and novelty detection in large X-ray diffraction datasets
   2021/04/09 by Lars Banko, Banko, Lars, Phillip M. Maffettone +7 · 2 citations
   Physics and Astronomy · #Data Analysis #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Statistics and Probability (physics.data-an) #cond-mat.mtrl-sci #physics.data-an
2. Bayesian Optimization of High-Entropy Alloy Compositions for Electrocatalytic Oxygen Reduction
   2021/06/15 by Jack K. Pedersen, Pedersen, Jack K., Christian M. Clausen +23 · 1 citation
   Engineering · Physics and Astronomy · #Advanced Materials Characterization Techniques #Chemical Physics (physics.chem-ph) #FOS: Physical sciences #High Entropy Alloys Studies #High-Temperature Coating Behaviors #Materials Science (cond-mat.mtrl-sci) #cond-mat.mtrl-sci #physics.chem-ph
3. Computationally accelerated experimental materials characterization -- drawing inspiration from high-throughput simulation workflows
   2022/12/09 by Markus Stricker, Lars Banko, Stricker, Markus +9 · 1 citation
   Computer Science · Decision Sciences · Materials Science · #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Scientific Computing and Data Management
4. Accelerating Combinatorial Electrocatalyst Discovery with Bayesian Optimization: A Case Study in the Quaternary System Ni-Pd-Pt-Ru for the Oxygen Evolution Reaction
   2025/02/22 by Felix Thelen, Rico Zehl, Thelen, F. +11 · 2 citations
   Chemical Engineering · Energy · Materials Science · #Catalysis and Oxidation Reactions #Computational Physics (physics.comp-ph) #Electrocatalysts for Energy Conversion #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
5. Speeding up high-throughput characterization of materials libraries by active learning: autonomous electrical resistance measurements
   2023/06/29 by Felix Thelen, Thelen, Felix, Lars Banko +7 · 1 citation
   Computer Science · Materials Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning and Algorithms #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)