Materials Center Leoben: Postdoc on exploring optimal tensor structures for machine-learning potentials

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The MCL is specialized in materials, their manufacturing and processing as well as in innovative material applications.

Materials and Manufacturing Technologies to Benefit Our Customers
Although steel is sometimes considered an "old" material, thanks to its versatility its potential is by no means exhausted. The MCL understands steel in all its forms right down to its atomic structure which makes us the ideal partner when it comes to lending this complex materials group new and innovative facets.

Analysis, development and optimization of tools
Tools are both a key innovator as well as cost factor in industrial production. The goal of MCL’s materials research is to extend tool life and efficiency, to make manufacturing processes more cost-efficient, and opening up entirely new methods of production.

Electronic Devices in Nano Scale
More functions and higher performance packed into ever smaller devices: that’s where microelectronics is heading. The MCL combines materials knowledge, process technology, analysis, and simulations to contribute to ongoing innovation.
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News

Roland Brunner - Invited Talk at ESREF 2025 Symposium

17.10.2025

MCL at EBSCON 2025

15.10.2025

Dr. Daniel Scheiber has once again been recognized for his reviewing work:

13.10.2025

Open positions

Masterarbeit: Modellierungskonzept für C-Umverteilung bei Phasenumwandlungen in Stählen

23.10.2025

Postdoc on exploring optimal tensor structures for machine-learning potentials

06.10.2025

Machine-learning potentials for macroscopic materials informatics of iron-based alloys

18.07.2025