Berlin 2018 – wissenschaftliches Programm

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MM: Fachverband Metall- und Materialphysik

MM 61: Topical Session (Symposium MM): Big Data in Materials Science - Managing and exploiting the raw material of the 21st century

Donnerstag, 15. März 2018, 15:45–17:15, H 0107

Big Data IV

15:45 MM 61.1 Topical Talk: Big Data of Materials Science: Interpretability of Machine LearningLuca M. Ghiringhelli, •Jan Vybiral, Sergey V. Levchenko, Claudia Draxl, and Matthias Scheffler
16:15 MM 61.2 Cluster expansions with CELL: a novel python package with a focus on complex alloys — •Santiago Rigamonti, Maria Troppenz, Martin Kuban, Axel Huebner, Christopher Sutton, Luca Ghiringhelli, Matthias Scheffler, and Claudia Draxl
16:30 MM 61.3 Ab-initio study of the clathrate Ba8 Nix Ge46−xy y: Stability, structure, and electronic properties — •Martin Kuban, Santiago Rigamonti, Maria Troppenz, and Claudia Draxl
16:45 MM 61.4 SISSO: a Compressed-Sensing Method for Systematically Identifying Efficient Physical Models of Materials Properties — •Runhai Ouyang, Stefano Curtarolo, Emre Ahmetcik, Matthias Scheffler, and Luca M. Ghiringhelli
17:00 MM 61.5 From autonomous subspace selection of material properties to physically meaningful predictions — •Benjamin Regler, Matthias Scheffler, and Luca M. Ghiringhelli
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DPG-Physik > DPG-Verhandlungen > 2018 > Berlin