DPG Phi
Verhandlungen
Verhandlungen
DPG

Dresden 2020 – scientific programme

The DPG Spring Meeting in Dresden had to be cancelled! Read more ...

Parts | Days | Selection | Search | Updates | Downloads | Help

MM: Fachverband Metall- und Materialphysik

MM 35: Topical Session: Data Driven Materials Science - Descriptors (joint session MM/CPP)

Wednesday, March 18, 2020, 11:45–13:15, BAR 205

11:45 MM 35.1 Evaluating representations of atomistic systems for machine learning — •Marcel Langer and Matthias Rupp
12:00 MM 35.2 Information-theory-driven identification of compact descriptors for accurate machine-learning predictions — •Benjamin Regler, Matthias Scheffler, and Luca M. Ghiringhelli
12:15 MM 35.3 Size-Extensive Molecular Machine Learning with Global Descriptors — •Johannes Margraf, Hyunwook Jung, Sina Stocker, Christian Kunkel, and Karsten Reuter
12:30 MM 35.4 Hierarchical SISSO: predicting complex materials properties building on simpler ones — •Lucas Foppa, Sergey V. Levchenko, Matthias Scheffler, and Luca M. Ghiringhelli
12:45 MM 35.5 Similarity descriptors for data-driven materials science — •Martin Kuban, Santiago Rigamonti, and Claudia Draxl
13:00 MM 35.6 Machine-learning descriptors with domain knowledge of the interatomic bond — •Thomas Hammerschmidt, Jan Jenke, Aparna P.A. Subramanyam, Jörg Koßmann, Yury Lysogorskiy, and Ralf Drautz
100% | Mobile Layout | Deutsche Version | Contact/Imprint/Privacy
DPG-Physik > DPG-Verhandlungen > 2020 > Dresden