Zambaldi, C.; Zaefferer, S.; Roters, F.; Raabe, D.: Micro-mechanical implications of TiAl order domains. The annual plenary meeting of the EU sixth framework programme IMPRESS integrated project, Camogli, Italy (2008)
Zaefferer, S.: SEM and TEM-based orientation microscopy and Monte-Carlo modelling: A toolbox to study recrystallisation nucleation processes. Annual Meeting of the Canadian Microscopical Society 2008, Montreal, Canada (2008)
Zambaldi, C.; Zaefferer, S.; Roters, F.: Order domains in intermetallic TiAl - EBSD characterization and crystal plasticity modeling. GLADD meeting, University of Gent, Gent, Belgium (2008)
Zaefferer, S.: SEM and TEM-based orientation microscopy and Monte-Carlo modelling: A toolbox to study recrystallisation nucleation processes. EBSD 2008, Sheffield, UK (2008)
Frommert, M.; Zaafarani, N.; Zaefferer, S.: Application of 3-dimensional orientation microscopy to study the microstructure of different heavily deformed metals. DGM-DVM Arbeitskreistreffen "Mikrostrukturuntersuchungen im REM", Ilmenau, Germany (2008)
Zaefferer, S.: Application of 3-dimensional orientation microscopy to study the microstructure of different heavily deformed metals. Plasticity 2008, Kona, HI, USA (2008)
Romano, P.: Microstructure characterization of multiphase steels (TRIP) using EBSD techniques. Corus Ceramics Research Centre, IJmuiden, The Netherlands (2008)
Raabe, D.; Roters, F.; Ma, D.; Zaefferer, S.; Friák, M.; Zaafarani, N.: Orientation patterning below indents and Bottom-up mechanical design by using quantum mechanics. Symposium Multiscale Plasticity of Crystalline Materials of the International Union of Theoretical and Applied Mechanics (IUTAM), TU Eindhoven, The Netherlands (2007)
Zaefferer, S.: 3D orientation microscopy by combined FIB-serial sectioning EBSD-based orientation microscopy: Principles and applications. FEMMS 2007, Sonoma, USA (2007)
Zaefferer, S.: Possibilities and Limits of Phase Identification by combined Electron Backscatter Diffraction (EBSD) and Energy Dispersive X-ray spectroscopy (EDX). Cacemi-formation EBSD, Université de Metz, France (2007)
Zaefferer, S.: Some ideas on the formation mechanisms and intensity distribution of backscatter Kikuchi patterns. M&M 2007, Microscopy and Microanalysis 2007 Meeting, Ft. Lauderdale, USA (2007)
Zaefferer, S.; Wright, S. I.; Raabe, D.: 3D-orientation microscopy in a FIB SEM: A new dimension of microstructure characterisation. M&M 2007, Microscopy and Microanalysis 2007 Meeting, Ft. Lauderdale, FL, USA (2007)
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…