Heinz, W.; Robl, W.; Dehm, G.: Influence of initial microstructure on thermomechanical fatigue behavior of Cu films on substrates. Microelectronic Engineering 137, pp. 5 - 10 (2015)
Zhang, Z.; Dehm, G.: Study on the Atomic and Electronic Structure in CrN (VN, TiN) Films using Cs-Corrected TEM. Microscopy and Microanalysis 21 (3), pp. 2079 - 2080 (2015)
Rashkova, B.; Faller, M.; Pippan, R.; Dehm, G.: Growth mechanism of Al2Cu precipitates during in situ TEM heating of a HPT deformed Al–3wt.%Cu alloy. Journal of Alloys and Compounds 600, pp. 43 - 50 (2014)
Imrich, P. J.; Kirchlechner, C.; Motz, C.; Dehm, G.: Differences in deformation behavior of bicrystalline Cu micropillars containing a twin boundary or a large-angle grain boundary. Acta Materialia 73, pp. 240 - 250 (2014)
Harzer, T. P.; Daniel, R.; Mitterer, C.; Dehm, G.; Zhang, Z. L.: Transmission electron microscopy characterization of CrN films on MgO(001). Thin Solid Films 545, pp. 154 - 160 (2013)
Daum, B.; Dehm, G.; Clemens, H.; Rester, M.; Fischer, F. D.; Rammerstorfer, F. G.: Elastoplastic buckling as source of misinterpretation of micropillar tests. Acta Materialia 61 (13), pp. 4996 - 5007 (2013)
Taylor, A. A.; Cordill, M. J.; Bowles, L.; Schalko, J.; Dehm, G.: An elevated temperature study of a Ti adhesion layer on polyimide. Thin Solid Films 531, pp. 354 - 361 (2013)
Li, L. L.; An, X. H.; Imrich, P. J.; Zhang, P.; Zhang, Z. J.; Dehm, G.; Zhang, Z. F.: Microcompression and cyclic deformation behaviors of coaxial copper bicrystals with a single twin boundary. Scripta Materialia 69, pp. 199 - 202 (2013)
Zhang, Z.; Li, H.; Daniel, R.; Mitterer, C.; Dehm, G.: Insights into the atomic and electronic structure triggered by ordered nitrogen vacancies in CrN. Physical Review B 87 (1), pp. 014104-1 - 014104-9 (2013)
Li, J.; Zarif, M. Z.; Dehm, G.; Schumacher, P.: Influence of impurity elements on the nucleation and growth of Si in high purity melt-spun Al–Si-based alloys. Philosophical Magazine 92 (31), pp. 3789 - 3805 (2012)
Cordill, M. J.; Taylor, A. A.; Berger, J.; Schmidegg, K.; Dehm, G.: Robust mechanical performance of chromium-coated polyethylene terephthalate over a broad range of conditions. Philosophical Magazine 92 (25-27), pp. 3346 - 3362 (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
Integrated Computational Materials Engineering (ICME) is one of the emerging hot topics in Computational Materials Simulation during the last years. It aims at the integration of simulation tools at different length scales and along the processing chain to predict and optimize final component properties.
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.