Korbmacher, D.; von Pezold, J.; Spatschek, R.: Hydrogen embrittlement - A scale bridging perspective. 1st Austrian-German workshop on Computational Materials Design, Kramsach, Austria (2012)
Spatschek, R.; Fleck, M.; Pilipenko, D.; Brener, E.: Brittle fracture in viscoelastic materials as a pattern formation process. EUROMAT, Montpellier, France (2011)
Li, X.; Bottler, F.; Spatschek, R. P.; Scherf, A.; Heilmaier, M.; Stein, F.: Novel Lamellar in situ Composite Materials in the Al-Rich Part of the Fe-Al System. Int. Conf. The Materials Chain: From Discovery to Production, University Bochum, Bochum, Germany (2016)
Monas, A.; Spatschek, R.; Hueter, C.; Tabatabaei, F.; Brener, E. A.: Phase field modeling of phase transitions stimulated by Joule heating. Meeting of the SFB 917, Schleiden, Germany (2012)
Scientists of the Max-Planck-Institut für Eisenforschung pioneer new machine learning model for corrosion-resistant alloy design. Their results are now published in the journal Science Advances
The project’s goal is to synergize experimental phase transformations dynamics, observed via scanning transmission electron microscopy, with phase-field models that will enable us to learn the continuum description of complex material systems directly from experiment.
The general success of large language models (LLM) raises the question if they could be applied to accelerate materials science research and to discover novel sustainable materials. Especially, interdisciplinary research fields including materials science benefit from the LLMs capability to construct a tokenized vector representation of a large…
In order to prepare raw data from scanning transmission electron microscopy for analysis, pattern detection algorithms are developed that allow to identify automatically higher-order feature such as crystalline grains, lattice defects, etc. from atomically resolved measurements.
Crystal Plasticity (CP) modeling [1] is a powerful and well established computational materials science tool to investigate mechanical structure–property relations in crystalline materials. It has been successfully applied to study diverse micromechanical phenomena ranging from strain hardening in single crystals to texture evolution in…