Publications of Claudia Draxl

Journal Article (11)

2022
Journal Article
Aggoune, Wahib, … Claudia Draxl: A consistent picture of excitations in cubic BaSnO3 revealed by combining theory and experiment.
Journal Article
Carbogno, Christian, … Matthias Scheffler: Numerical quality control for DFT-based materials databases.
Journal Article
Scheffler, Matthias, … Claudia Draxl: FAIR data enabling new horizons for materials research.
2021
Journal Article
Schmidt-Mende, Lukas, … Claudia Draxl: Roadmap on organic–inorganic hybrid perovskite semiconductors and devices.
2020
Journal Article
Fu, Qiang, … Claudia Draxl: Spatial Confinement as an Effective Strategy for Improving the Catalytic Selectivity in Acetylene Hydrogenation.
Journal Article
Trunschke, Annette, … Matthias Scheffler: Digitale Katalyse.
2019
Journal Article
Draxl, Claudia et al.: Artificial intelligence in materials science - hype or revolution?
Journal Article
Draxl, Claudia et al.: The NOMAD Laboratory: From Data Sharing to Artificial Intelligence.
2018
Journal Article
Draxl, Claudia et al.: NOMAD: The FAIR concept for big data-driven materials science.
Journal Article
Scheffler, Matthias et al.: Ein FAIRes Datenkonzept der von Big Data gesteuerten Materialwissenschaften.
2017
Journal Article
Troppenz, Maria, … Claudia Draxl: Predicting Ground-State Configurations and Electronic Properties of the Thermoelectric Clathrates Ba8AlxSi46–x and Sr8AlxSi46–x.

Book Chapter (2)

2021
Book Chapter
Draxl, Claudia, … Matthias Scheffler: The NOMAD Laboratory.
2020
Book Chapter
Draxl, Claudia et al.: Big-Data-Driven Materials Science and its FAIR Data Infrastructure.

Talk (95)

2022
Talk
Draxl, Claudia et al.: From Fundamental Physics Research to Novel Materials by Data-Centric Approaches. (Autumn Meeting 2022, Brazilian Physical Society (EOSBF 22), Sao Paulo, Brazil, Apr 2022).
Talk
Draxl, Claudia et al.: FAIRmat – Making Materials Research Data Findable and AI-Ready. (20th International Symposium on Nanotechnology (Japan Nano 2022), Online Event, Jan 2022).
Talk
Draxl, Claudia et al.: Similarity of Materials and Data-Quality Assessment by Unsupervised Learning. (HEIBRiDS Lecture Series, Online Event, Jan 2022).
Talk
Draxl, Claudia et al.: Similarities and Pattern Identification in Materials-Sciene Data. (Spanish network of AI, Online Event, Jan 2022).
Talk
Draxl, Claudia et al.: Excitations and 2D Quantum Gases in Complex Oxides. (Seminar, VirtMat, Karlsruhe Institute of Technology (KIT), Online Event, Feb 2022).
Talk
Draxl, Claudia et al.: Excitations in (Not So) Complex Materials: The Dilemma of Choosing the Right Method. (12th Triennial Congress of the World Association of Theoretical and Computational Chemists (WATOC 2020), Vancouver, Canada, Jul 2022).
Talk
Draxl, Claudia et al.: Similarities and Pattern Identification in Materials-Science Data. (Seminars of Spanish Network of AI for Condensed Matter Physics and Materials Science, Online Event, Jan 2022).
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