Lukas Fuchs

• L. Fuchs, T. Kirstein, C. Mahr, O. Furat, V. Baric, A. Rosenauer, L. Mädler and V. Schmidt, Using convolutional neural networks for stereological characterization of 3D hetero-aggregates based on synthetic STEM data. (pdf). Machine Learning: Science and Technology 5 (2024), 025007.
• B. Prifling, L. Fuchs, A. Yessim, M. Osenberg, M. Paulisch-Rinke, P. Zimmer, M. Hager, U.S. Schubert, I. Manke, T. Carraro and V. Schmidt, Correlating the 3D morphology of polymer-based battery electrodes with effective transport properties. (pdf). ACS Applied Materials & Interfaces 16 (2024), 66571-66583.
• L. Fuchs, O. Furat, D.P. Finegan, J. Allen, F.L.E. Usseglio-Viretta, B. Ozdogru, P.J. Weddle, K. Smith and V. Schmidt, Generating multi-scale Li-ion battery cathode particles with radial grain architectures using stereological generative adversial networks. (pdf). Communications Materials 6 (2025), 4.
• O. Furat, L. Fuchs, D.P. Finegan, K. Smith, and V. Schmidt, Methods of machine learning and spatial stochastics for characterizing the 3D morphology of battery materials at various length scales. (pdf). In: P. Trovalusci, T. Sadowski and A. Ibrahimbegovic (eds.), Multiscale and Multiphysics Modelling for Advanced and Sustainable Materials. Springer 2025 (in print).
• R. Brands, L. Fuchs, J.M. Seyffer, N. Bajcinca, J. Bartsch, U.A. Peuker, V.Schmidt and M. Thommes, Penetration depth and effective sample size characterization of UV/Vis radiation into pharmaceutical tablets. (pdf). Preprint (submitted)
• L. Fuchs, S. Weber, J. Men, N. Eiermann, O. Furat, A. Bück and V. Schmidt, Stochastic modeling of particle structures in spray fluidized bed agglomeration using methods from machine learning. (pdf). Preprint (submitted)
• L. Fuchs, K. Wein, J. Friedland, O. Furat, R. Güttel and V. Schmidt, Stereological 3D modeling of nano-scale catalyst particles using TEM projections. (pdf). Preprint (submitted)
• R. Mitra, L. Fuchs, Y. Sinnwell, S. Antonyuk, V. Schmidt and U.S. Peuker, Impact of feed rate and binder concentration on the morphology of spray dried alumina-polymer nanocomposites. (pdf). Preprint (submitted)
• T. Wilhelm, L. Fuchs, A. Maksakov, Y. Sinnwell, S. Antonyuk, S. Palis and V. Schmidt, Model-based optimization of process parameters in high energy impact additive manufacturing processes. (pdf). Preprint (submitted)