2 citations · 3 across the 4 of their papers we have counts for
5 papers
Predicting the 3D microstructure of SOFC anodes from 2D SEM images using stochastic microstructure modeling and CNNs
Léon F. Schröder, Sabrina Weber, Lukas Fuchs +2
The 3D microstructure of solid oxide fuel cell anodes significantly influences their electrochemical performance, but conventional methods for acquiring high-resolution microstruct…
Penetration depth and effective sample size characterization of UV/Vis radiation into pharmaceutical tablets
R. Brands, L. Fuchs, J. M. Seyffer +5
The pharmaceutical industry is moving from off-line quality testing to real-time release testing (RTRT) to improve drug quality while reducing costs. The implementation of RTRT req…
Stereological 3D modeling of nano-scale catalyst particles using TEM projections
Lukas Fuchs, Kerstin Wein, Jens Friedland +3
Catalysis, particularly heterogeneous catalysis, is crucial in the chemical industry and energy storage. Approximately 80% of all chemical products produced by heterogeneous cataly…
Generating multi-scale NMC particles with radial grain architectures using spatial stochastics and GANs
Lukas Fuchs, Orkun Furat, Donal P. Finegan +6
Understanding structure-property relationships of Li-ion battery cathodes is crucial for optimizing rate-performance and cycle-life resilience. However, correlating the morphology…
Using convolutional neural networks for stereological characterization of 3D hetero-aggregates based on synthetic STEM data
Lukas Fuchs, Tom Kirstein, Christoph Mahr +5
The structural characterization of hetero-aggregates in 3D is of great interest, e.g., for deriving process-structure or structure-property relationships. However, since 3D imaging…