Barbatti, C.; Pinto, H.; di Prinzio, A.; Staia, M.; Pitonak, R.; Garcia, J.; Pyzalla, A. R.: Influence of Microblasting on the Microstructure and Residual Stresses of CVD k-Al2O3 Coated Hardmetals. EUROMAT 2007, Nürnberg (2007)
Coelho, R. S.; Kostka, A.; Riekehr, S.; Kocak, M.; Pyzalla, A. R.: Microstructure and Properties of AZ31B Magnesium Alloy Laser Beam Welds. Euromat 2007, Nürnberg, Germany (2007)
Barbatti, C.; Garcia, J.; Pyzalla, A. R.: Development and Characterization of PM Components with Optimum Properties. PM Training Course, Kosice/Slovakia (2007)
Coelho, R.; Kostka, A.; Pinto, H.; Kocak, M.; Pyzalla, A. R.: Mikrostruktur, Textur und Eigenspannungen in Schweißverbindungen aus AZ 31. FA 13 Eigenspannungen der AWT, Forschungsgemeinschaft Werkzeuge und Werkstoffe e.V., Remscheid (2007)
Juricic, C.; Pinto, H.; Pyzalla, A. R.: Wachstumsspannungen und Eigenspannungen in Oxidschichten auf Armcoeisensubstraten. FA 13 Eigenspannungen der AWT, Forschungsgemeinschaft Werkzeuge und Werkstoffe e.V., Remscheid (2007)
Sket, F.; Isaac, A.; Dzieciol, K.; Pyzalla, A. R.: Caracterizacion in-situ en 3D de danos durante creep usando XMT. Jornadas de Investigadoren Iberoamericanos en Ciencia de Materiales, Alicante, Spain (2007)
Coelho, R. S.; Kostka, A.; Riekehr, S.; Zettler, R.; Sheikhi, S.; Dos Santos, J.; Pyzalla, A. R.: Joining of light-weight materials by laser beam welding and friction stir welding. 2nd Alban Conference, Grenoble, France (2007)
Pyzalla, A. R.; Isaac, A.; Sket, F.; Dzieciol, K.; Reimers, W.: In-situ Untersuchung der Entwicklung der Kriechschädigung in metallischen Werkstoffen. 53.Metallkunde-Kolloquium, Lech / Österreich (2007)
Pyzalla, A. R.: Werkstoffdiagnostik und Technologie der Stähle am Max-Planck-Institut für Eisenforschung GmbH. MPG Senatssitzung, München, Germany (2007)
Pyzalla, A.: Applications of Synchrotron Radiation, Neutrons and Ions in Engineering Material Science. SNI 2006, German Conference for Research with Synchrotron Radiation, Neutrons and Ion Beams at Large Facilities, Hamburg (2006)
Barbatti, C.; Sket, F.; Eyidi, D.; Garcia, J.; Pyzalla, A.: SEM and TEM Investigations of (W,Ti)C-(Co,Ni,Fe) Graded Hardmetals. 12. Internationale Metallographie-Tagung, Leoben, Österreich (2006)
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
Data-rich experiments such as scanning transmission electron microscopy (STEM) provide large amounts of multi-dimensional raw data that encodes, via correlations or hierarchical patterns, much of the underlying materials physics. With modern instrumentation, data generation tends to be faster than human analysis, and the full information content is…
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.
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.
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…