Valtiner, M.; Grundmeier, G.: Towards a better understanding of adhesion by a combined approach of single molecule adhesion and DFT studies. ECASIA 07, Brussels, Belgium (2007)
Keil, P.; Kluth, P.; Ebbinghaus, P.; Yliniemi, K.; Grundmeier, G.: Structural characterization and barrier properties of silver nanoparticles containing sol-gel films modified by oxidizing and reducing low temperature plasmas. EUROMAT 2007, European Congress and Exhibition an Advanced Materials and Processes, Nürnberg, Germany (2007)
Wang, X.; Grundmeier, G.: Combined spectroscopic, microscopic and electrochemical analysis of release properties of Ag-nanoparticles embedded in fluorocarbon plasma polymer films. The 58th Annual Meeting of the International Society of Electrochemistry, Banff, Canada (2007)
Zuo, J.; Keil, P.; Grundmeier, G.: Structural Characterization of Silver Containing Titania Nanocomposite Films Synthesized by RF-Magneton Sputter Deposition. EUROMAT 2007, European Congress and Exhibition an Advanced Materials and Processes, Nürnberg, Germany (2007)
Balasundaram, K.; Grundmeier, G.; Raabe, D.: Nanomechanics of thin glassy polymer films. 3rd International Indentation Workshop, Cavendish Laboratory, University of Cambridge, UK (2007)
Grundmeier, G.: Molekulares Verständnis von Haftung und Enthaftung an Polymer/Oxid-Grenzflächen. 2. Korrosionsschutz-Symposium, Grainau, Germany (2007)
Grundmeier, G.; Giza, M.; Titz, T.: Modification of Passive Films on Metals in Vacuum and Atmospheric Pressure Plasmas. CIP 07, International Colloquium on Plasma Processes, Toulouse, France (2007)
Wang, X.; Grundmeier, G.: Understanding of the Barrier and Release Properties of Thin Model Ag/HDFD-Plasma Polymer Nanocomposite Films. International Conference on Metallurgical Coatings and Thin Films (ICMCTF), San Diego, CA, USA (2007)
Titz, T.; Giza, M.; Grundmeier, G.: Structure and properties of ultra-thin SiO2 plasma polymer films at polymer/metal interfaces. 13. Fachtagung Plasmatechnologie (PT13), Bochum, Germany (2007)
Giza, M.; Titz, T.; Grundmeier, G.: In-situ Spectroscopic and Kelvin Probe Studies of the Modification of Passive Films on Metals in Low Temperature Plasmas. 53rd International Symposium of the American Vacuum Society, San Francisco, CA, USA (2006)
Titz, T.; Wapner, K.; Grundmeier, G.: Structure and Properties of Ultra-Thin SiO2 Plasma Polymer Films at Polymer/Metal Interfaces. 53rd International Symposium of the American Vacuum Society, San Francisco, CA, USA (2006)
Grundmeier, G.: Spectroscopic and Electrochemical Measurements of Water and Ion Transport at Adhesive/Metal Interphases. 3rd World Congress on Adhesion and Related Phenomena, WCARP-III, Beijing, China (2006)
Lehtinen, P.; Grundmeier, G.; Blumenau, A. T.: Ab initio studies of molecular adsorption on g-AlOOH (001)-surface. 1. Harzer Ab initio Workshop, Clausthal, Germany (2006)
Fink, N.; Klimow, G.; Stromberg, C.; Grundmeier, G.: Combination of Surface Gradient Chemistry and Kelvin Probe Studies of Thin Amorphous Conversion Films on Metals. 57th Annual Meeting of the International Society of Electrochemistry, Edinburgh, UK (2006)
Grundmeier, G.; Klimow, G.; Wapner, K.: Applications of a Height-Regulated Scanning Kelvin Probe Blister Test in Corrosion and Adhesion Science. 57th Annual Meeting of the International Society of Electrochemistry, Edinburgh, UK (2006)
Grundmeier, G.; Wang, X.; Barranco, V.; Ebbinghaus, P.: Structure and barrier properties of thin plasma polymers and metal/plasma polymer nanocomposite film. ACHEMA, Frankfurt a. M., Germany (2006)
Grundmeier, G.; Giza, M.; Titz, T.: In-situ Spectroscopic and Kelvin Probe Studies of the Modification of Passive Films on Metals in Vacuum and Atmospheric Pressure Plasmas. DPG-Tagung, Augsburg, Germany (2006)
Lehtinen, P.; Blumenau, A. T.; Grundmeier, G.: Adsorption of water molecule on gamma-AlOOH (001)-surface. Internationaler Workshop auf Schloss Ringberg, Schloss Ringberg, Germany (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.