Neugebauer, J.: Ab initio thermodynamics: A novel route to design materials on the computer. Colloquium at Universität Marburg, Marburg, Germany (2015)
Neugebauer, J.: Understanding the fundamental mechanisms behind H embrittlement: An ab initio guided multiscale approach. International Workshop MoD-PMI , Marseille, France (2015)
Neugebauer, J.: Materials design based on predictive ab initio thermodynamics. Colloquium at Lawrence Livermore National Lab, Livermore, CA, USA (2015)
Dutta, B.; Körmann, F.; Hickel, T.; Ghosh, S.; Sanyal, B.; Neugebauer, J.: The Itinerant Coherent Potential Approximation for phonons: role of fluctuations for systems with magnetic and chemical disorder. Materials Theory Group, Oak Ridge National Laboratory, Oak Ridge, TN, USA (2015)
Grabowski, B.; Wippermann, S. M.; Glensk, A.; Hickel, T.; Neugebauer, J.: Random phase approximation up to the melting point: Impact of anharmonicity and nonlocal many-body effects on the thermodynamics of Au. DPG Spring Meeting 2015, Berlin, Germany (2015)
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
Complex simulation protocols combine distinctly different computer codes and have to run on heterogeneous computer architectures. To enable these complex simulation protocols, the CM department has developed pyiron.
Statistical significance in materials science is a challenge that has been trying to overcome by miniaturization. However, this process is still limited to 4-5 tests per parameter variance, i.e. Size, orientation, grain size, composition, etc. as the process of fabricating pillars and testing has to be done one by one. With this project, we aim to…
Atom probe tomography (APT) provides three dimensional(3D) chemical mapping of materials at sub nanometer spatial resolution. In this project, we develop machine-learning tools to facilitate the microstructure analysis of APT data sets in a well-controlled way.
Ever since the discovery of electricity, chemical reactions occurring at the interface between a solid electrode and an aqueous solution have aroused great scientific interest, not least by the opportunity to influence and control the reactions by applying a voltage across the interface. Our current textbook knowledge is mostly based on mesoscopic…