Eumann, M.; Sauthoff, G.; Palm, M.: Experimental determination of phase equlibria in the Fe–Al–Mo system. 3rd Discussion Meeting on the Development of Innovative Iron Aluminium Alloys, Mettmann, Germany (2006)
Krein, R.; Schneider, A.; Sauthoff, G.; Frommeyer, G.: Structure and properties of Fe3Al-based alloys with strengthening boride precipitates. 3rd Discussion Meeting on the Development of Innovative Iron Aluminium Alloys, Mettmann, Germany (2006)
Schneider, A.; Stallybrass, C.; Sauthoff, G.; Cerezo, A.; Smith, G. D. W.: Three-dimensional atom probe studies of phase transformations in Fe–Al–Ni–Cr alloys with B2-ordered NiAl precipitates. 49th International Field Emission Symposium (IFES 04), Graz, Austria (2004)
Palm, M.; Risanti, D.-D.; Stallybrass, C.; Stein, F.; Sauthoff, G.: Strengthening of Corrosion-Resistant Fe–Al Alloys Through Intermetallic Precipitates. Discussion Meeting on the Development of Innovative Iron Aluminium Alloys, Düsseldorf, Germany (2004)
Stein, F.; Palm, M.; Sauthoff, G.: Mechanical Properties of Two-Phase Iron Aluminium Alloys with Zr(Fe,Al)2 Laves Phase or Zr(Fe,Al)12τ1 Phase. Discussion Meeting on the Development of Innovative Iron Aluminium Alloys, Düsseldorf, Germany (2004)
Stein, F.; Sauthoff, G.; Palm, M.: Experimental Determination of the Ternary Fe–Al–Zr Phase Diagram. Discussion Meeting on the Development of Innovative Iron Aluminium Alloys, Düsseldorf, Germany (2004)
Prakash, U.; Sauthoff, G.; Parvathavarthini, N.; Dayal, R. K.: Hydrogen Effects in Iron Aluminides Containing Carbon. International Symposium on Recent Advances in Inorganic Materials (RAIM02), Bombay, India (2002)
Palm, M.; Sauthoff, G.: Manufacturing and Testing of a Novel Advanced NiAl-Base Alloy for Gas Turbine Applications. Materials for Advanced Power Engineering 2002 (Proc. 7th Liège Conference), Liege (2002)
Stein, F.; Palm, M.; Sauthoff, G.: New results on intermetallic phases, phase equilibria, and phase transformation temperatures in the Fe–Zr system. Materials Week 2000, München, Germany (2000)
Eumann, M.; Palm, M.; Sauthoff, G.: Constitution, Microstructure and Mechanical Properties of Ternary Fe–Al–Mo Alloys. EUROMAT 99, Munich, Germany (1999)
Palm, M.; Gorzel, A. H.; Letzig, D.; Sauthoff, G.: Structure and Mechanical Properties of Ti–Al–Fe Alloys at Ambient and High Temperatures. Structural Intermetallics 1997, Seven Springs, PA, USA (1997)
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…