Publications of Claudia Draxl
All genres
Journal Article (11)
Journal Article
604 (7907), pp. 635 - 642 (2022)
FAIR data enabling new horizons for materials research. Nature
Journal Article
8, 69 (2022)
Numerical quality control for DFT-based materials databases. npj Computational Materials
Journal Article
3, 12 (2022)
A consistent picture of excitations in cubic BaSnO3 revealed by combining theory and experiment. Communications Materials
Journal Article
9 (10), 109202 (2021)
Roadmap on organic–inorganic hybrid perovskite semiconductors and devices. APL Materials
Journal Article
12 (35), pp. 39352 - 39361 (2020)
Spatial Confinement as an Effective Strategy for Improving the Catalytic Selectivity in Acetylene Hydrogenation. ACS Applied Materials and Interfaces
Journal Article
2019, 11659628 (2020)
Digitale Katalyse. Jahrbuch / Max-Planck-Gesellschaft
Journal Article
59, p. 23 - 23 (2019)
Artificial intelligence in materials science - hype or revolution? SPG Mitteilungen
Journal Article
2 (3), 036001 (2019)
The NOMAD Laboratory: From Data Sharing to Artificial Intelligence. JPhys Materials
Journal Article
43 (9), pp. 676 - 682 (2018)
NOMAD: The FAIR concept for big data-driven materials science. MRS Bulletin
Journal Article
Ein FAIRes Datenkonzept der von Big Data gesteuerten Materialwissenschaften. Jahrbuch / Max-Planck-Gesellschaft, 12090594 (2018)
Journal Article
29 (6), pp. 2414 - 2424 (2017)
Predicting Ground-State Configurations and Electronic Properties of the Thermoelectric Clathrates Ba8AlxSi46–x and Sr8AlxSi46–x. Chemistry of Materials Book Chapter (2)
Book Chapter
The NOMAD Laboratory. In: High-Performance Computing and Data Science in the Max Planck Society, pp. 50 - 51. Max Planck Computing and Data Facility, Garching (2021)
Book Chapter
Big-Data-Driven Materials Science and its FAIR Data Infrastructure. In: Handbook of Materials Modeling, pp. 1 - 25 (Eds. Andreoni, W.; Yip, S.). Springer, Cham (2019)
Talk (86)
Talk
From Fundamental Physics Research to Novel Materials by Data-Centric Approaches. Autumn Meeting 2022, Brazilian Physical Society (EOSBF 22), Sao Paulo, Brazil (2022)
Talk
Excitations and 2D Quantum Gases in Complex Oxides. Seminar, VirtMat, KIT, Online Event (2022)
Talk
FAIRmat – Making Materials Research Data Findable and AI-Ready. 20th International Symposium on Nanotechnology (Japan Nano 2022), Online Event (2022)
Talk
Similarity of Materials and Data-Quality Assessment by Unsupervised Learning. HEIBRiDS Lecture Series
, Online Event (2022)
Talk
Similarities and Pattern Identification in Materials-Sciene Data. Spanish network of AI , Online Event (2022)
Talk
FAIRmat’s Approach to FAIRness. Workshop, HPC and Data Science for Scientific Discovery, Lake Arrowhead, USA (2021)
Talk
Similarity of Materials and Data-Quality Assessment by Unsupervised Learning. MRS Fall Meeting 2021, Online Event (2021)