• Orcid
• Google Scholar

F. Thelen, L. Banko, R. Zehl, S. Baha, A. Ludwig (2023)
Speeding up high-throughput characterization of materials libraries by active learning: autonomous electrical resistance measurements
Digital Discovery, 2023, Vol. 2, p. 1612-1619, DOI: 10.1039/D3DD00125C

T. H. Piotrowiak, R. Zehl, E. Suhr, B. Kohnen, L. Banko, A. Ludwig (2023)
Combinatorial Sputter Synthesis of Single-Phase La(XYZ)O3 ± σ Perovskite Thin-Film Libraries: A New Platform for Materials Discovery
Adv. Eng. Mater. 2023, 2300437, DOI: 10.1002/adem.202300437

L. Banko, E. B. Tetteh, A. Kostka, T. H. Piotrowiak, O. A. Krysiak, U. Hagemann, C. Andronescu, W. Schuhmann, A. Ludwig (2023)
Microscale combinatorial libraries – a holistic discovery platform for high entropy materials
Advanced Materials, 35, 9, 2207635, DOI: 10.1002/adma.202207635

T. H. Piotrowiak, R. Zehl, E. Suhr, L. Banko, B. Kohnen, D: Rogalla, A. Ludwig (2022)
Unusual Phase Formation in Reactively Sputter-Deposited La-Co-O Thin Films
Adv. Eng. Mater. 2022, 2201050, DOI: 10.1002/adem.202201050

L. Banko, O. A. Krysiak, J. K. Pedersen, B. Xiao, A. Savan, T. Löffler, S. Baha, J. Rossmeisl, W. Schuhmann, A. Ludwig (2022)
Unravelling composition-activity-stability trends in high entropy alloy electrocatalysts by using a data-guided combinatorial synthesis strategy and computational modelling
Advanced Energy Materials, 2103312, DOI: 10.1002/aenm.202103312

L. Banko, P.M. Maffettone, D. Olds, D. Naujoks, A. Ludwig (2021)
Deep learning for visualization and novelty detection in large X-ray diffraction datasets
npj computational materials 7: 104; DOI: 10.1038/s41524-021-00575-9

J. K. Pedersen, C. M. Clausen, O. A. Krysiak, B. Xiao, Thomas A. A. Batchelor, T. Löffler, V. A. Mints, L. Banko, M. Arenz, A. Savan, W. Schuhmann, A. Ludwig, J. Rossmeisl (2021)
Bayesian Optimization of High-Entropy Alloy Compositions for Electrocatalytic Oxygen Reduction
Angew. Chem. Int. Ed. 60, 24144-24152, DOI: 10.1002/aenm.202103312

E. Tetteh, L. Banko, O. Krysiak, T. Löffler, B. Xiao, S. Varhade, S. Schuhmacher, A. Savan, C. Andronescu, A. Ludwig, W. Schuhmann (2021)
Zooming-In – Visualisation of Active Site Heterogeneity in High Entropy Alloy Electrocatalysts using Scanning Electrochemical Cell Microscopy
Electrochemical Science Advances; DOI: 10.1002/elsa.202100105

P. M. Maffettone, L. Banko, P. Cui, Y. Lysogorskiy, M. Little, D. Olds, A. Ludwig, A. I. Cooper (2021)
Crystallography companion agent for high-throughput materials discovery
Nature Computational Science 1, 290 – 297; DOI: 10.1038/s43588-021-00059-2

T. H. Piotrowiak, X. Wang, L. Banko, S. Kumari, S. Sarker, A. Mehta, A. Ludwig (2020) 
High-Throughput Characterization of (FexCo₁-x)₃O₄ Thin Film Composition Spreads
ACS Comb. Sci.; DOI: 10.1021/acscombsci.0c00126

L. Banko, A. Ludwig (2020) 
Fast-track to research data management in experimental material science – setting the ground for research group level materials digitalization
ACS Comb. Sci. 22, 401-409.; DOI: 10.1021/acscombsci.0c00057

M. Jaritz, C. Hopmann, S. Wilski, L. Kleines, L. Banko, D. Grochla, A. Ludwig, R. Dahlmann (2020) 
Comparative study of the residual stress development in HMDSN-based organosilicon and silicon oxide coatings
J. Phys. D: Appl. Phys. 53, 345203; DOI: 10.1088/1361-6463/ab8ceb

X. Wang, E. Suhr, L. Banko, S. Salomon, A. Ludwig (2020)
Influence of Cr Content on the Phase Transformation Properties and Stress Change in V-Cr-O Thin-film Libraries
ACS Applied Electronic Materials; DOI: 10.1021/acsaelm.0c00256

A. Savan, T. Allermann, X. Wang, D. Grochla, L. Banko, Y. Kalchev, A. Kostka, J. Pfetzing-Micklich, A. Ludwig (2020) 
Structure Zone Investigation of Multiple Principle Element Alloy Thin Films as Optimization for Nanoindentation Measurements
Materials 13(9):2113; DOI: 10.3390/ma13092113

L. Banko, Y. Lysogorskiy, D. Grochla, D. Naujoks, R. Drautz, A. Ludwig (2020)
Predicting structure zone diagrams for thin film synthesis by generative machine learning
Communications Materials 1, 15; DOI: 10.1038/s43246-020-0017-2

L. Banko, S. Ries, D. Grochla, M. Arghavani, S. Salomon, J. Pfetzing-Micklich, A. Kostka, J. Schulze, P. Awakovicz, A. Ludwig (2019)
Effects of the ion to growth flux ratio on the constitution and mechanical properties of Cr_1-xAl_xN thin films: A combinatorial material science study including plasma diagnostics
ACS Comb. Sci., 21, 12, 782-792, DOI: 10.1021/acscombsci.9b00123

S. Ries, L. Banko, M. Hans, D. Primetzhofer, J. Schneider, A. Ludwig, P. Awakowicz, J. Schulze (2019)
Ion energy control via the electric asymmetry effect to tune coating properties in reactive radio frequency sputtering
Plasma Sources Sci. Technol. 28, 114001, DOI: 10.1088/1361-6595/ab504b

D. Kirchheim, S. Wilski, M. Jaritz, F. Mitschker, M. Oberberg, J. Trieschmann, L. Banko, M. Nrochhagen, R. Schreckenberg, C. Hopmann, M. Bröke, J. Benedikt, T. de los Arcos, G. Grundmeier, D. Grochla, A. Ludwig, T. Mussenbrock, R.P. Brinkmann, P. Awakowicz. R. Dahlmann (2019)
Improved homogeneity of plasma and coating properties using a lance matrix gas distribution in MW-PECV
J. Coat. Technol. Res. 16, 573-583

M. Gebhard, L. Mai, L. Banko, F. Mitschker, C. Hoppe, M. Jaritz, D. Kirchheim, C. Zekorn, T. de los Arcos, D. Grochla, R. Dahlmann, G. Grundmeier, P. Awakowicz, A. Ludwig, A. Devi (2018) 
PEALD of SiO2 and Al2O3 thin films on polypropylene: Investigations of the film growth at the interface, stress and gas barrier properties of dyads
ACS Appl. Mater. Interfaces 2018, 10, 7422−7434, DOI: 10.1021/acsami.7b14916

D. Grochla, L. Banko, J. Pfetzing-Micklich, H. Behm, C. Hopmann, A. Ludwig (2018) 
Si micro-cantilever sensor chips for space-resolved stress measurements in physical and plasma-enhanced chemical vapour deposition
Sensors and Actuators A 270, pp 271-277

M. Jaritz, C. Hopmann, H. Behm, D. Kirchheim, S. Wilski, D. Grochla, L. Banko, A. Ludwig, M. Böke, J. Winter (2017)
Influence of residual stress on the adhesion and surface morphology of PECVD-coated polypropylene
Journal of Physics D-Applied Physics, Vol. 50 (44), p 10, DOI: 10.1088/1361-6463/aa8798 

K. Bobzin, T. Brögelmann, N. C. Kruppe, M. Engels, A. von Keudell, A. Hecimovic, A. Ludwig, D. Grochla, L. Banko (2017)
Fundamental study of an industrial reactive HPPMS (Cr,Al)N process
Journal of Applied Physics, Vol. 122, DOI: 10.1063/1.4990997

D. Music, L. Banko, H. Ruess, M. Engels, A. Hecimovic, D. Grochla, D. Rogalla, T. Brögelmann, A. Ludwig, A. von Keudell, K. Bobzin, J. M. Schneider (2017)
Correlative plasma-surface model for metastable Cr-Al-N: Frenkel pair formation and influence of the stress state on the elastic properties
Journal of Applied Physics, Vol. 121, (21) p 7, DOI: 10.1063/1.4985172