Lee, J. S.; Riedel, J. L.; Schweizer, P.; Kauffmann, A.; Heilmaier, M.; Dehm, G.; Best, J. P.; Kanjilal, A.; Stein, F.: Influence of point defects on the hardness and reduced modulus of B2-ordered FeAl. Journal of Alloys and Compounds 1065, 188036 (2026)
Kanjilal, A.; Aliramaji, S.; Neuß, D.; Hans, M.; Schneider, J. M.; Best, J. P.; Dehm, G.: Microscale deformation of an intermetallic-metal interface in bi-layered film under shear loading. Scripta Materialia 263, 116665 (2025)
Best, J. P.; Gibson, J. S. K. L.; Lawrence, S.; Lee, S.; Lee, S.-W.: Nanoindentation's imprint on an advanced society: Toward application conditions at the extremes. MRS Bulletin 50 (6), pp. 695 - 704 (2025)
Dubosq, R.; Woods, E.; Gault, B.; Best, J. P.: Correction: Electron microscope loading and in situ nanoindentation of water ice at cryogenic temperatures. PLOS ONE 19 (6), e0306374 (2024)
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…
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…