Neugebauer, J.: Interplay between Plasticity Mechanisms, Entropy, and Chemical Composition: An Ab initio approach. Plasticity 2014, Freeport, Bahamas (2014)
Neugebauer, J.: Understanding hydrogen embrittlement by a combined atomistic-analytic multiscale approach. MDRC Conference , Lake Arrowhead, CA, USA (2014)
Neugebauer, J.: The role of hydrogen-hydrogen interaction in understanding H embrittlement: An ab initio guided multiscale approach. Hydrogen Conference, London, UK (2014)
Neugebauer, J.: Ab initio based design of structural materials: Status and challenges. Expertenpanel Computer Simulation of Material Structures and Properties, Schott AG , Mainz, Germany (2014)
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…