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 Learning — Luca 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−x−y 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