Publications of Claudia Draxl
All genres
Journal Article (13)
2022
Journal Article
Aggoune, Wahib, , , , , , , and Claudia Draxl: A consistent picture of excitations in cubic BaSnO3 revealed by combining theory and experiment.
Journal Article
Carbogno, Christian, , Björn Bieniek, Claudia Draxl, Luca M. Ghiringhelli, , , , , , , and Matthias Scheffler: Numerical quality control for DFT-based materials databases.
Journal Article
Hoock, Benedikt, and Claudia Draxl: Advancing descriptor search in materials science: feature engineering and selection strategies.
Journal Article
Scheffler, Matthias, , , , , , , , , , , , and Claudia Draxl: FAIR data enabling new horizons for materials research.
Journal Article
Claudia Draxl, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and : , , , , , , , , , , , , , , , , , , DFT exchange: sharing perspectives on the workhorse of quantum chemistry and materials science.
2021
Journal Article
Matthias Scheffler and Claudia Draxl: , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , Roadmap on organic–inorganic hybrid perovskite semiconductors and devices.
2020
Journal Article
Claudia Draxl: , , , and Spatial Confinement as an Effective Strategy for Improving the Catalytic Selectivity in Acetylene Hydrogenation.
Journal Article
Trunschke, Annette, Claudia Draxl, Robert Schlögl and Matthias Scheffler: Digitale Katalyse.
2019
Journal Article
Draxl, Claudia: Artificial intelligence in materials science - hype or revolution?
Journal Article
Draxl, Claudia and Matthias Scheffler: The NOMAD Laboratory: From Data Sharing to Artificial Intelligence.
2018
Journal Article
Draxl, Claudia and Matthias Scheffler: NOMAD: The FAIR concept for big data-driven materials science.
Journal Article
Scheffler, Matthias and Claudia Draxl: Ein FAIRes Datenkonzept der von Big Data gesteuerten Materialwissenschaften.
2017
Journal Article
Claudia Draxl: , and Predicting Ground-State Configurations and Electronic Properties of the Thermoelectric Clathrates Ba8AlxSi46–x and Sr8AlxSi46–x.
Book Chapter (2)
2021
Book Chapter
Draxl, Claudia, Markus Scheidgen, , , , and Matthias Scheffler: The NOMAD Laboratory.
2020
Book Chapter
Draxl, Claudia and Matthias Scheffler: Big-Data-Driven Materials Science and its FAIR Data Infrastructure.
Talk (116)
2023
Talk
Draxl, Claudia: Theoretical Spectroscopy of Complex System: Fundamentals and Challenges.
(PERSEPHONe & SMART-X Winter School 2023, Bormio, Italy, Jan 2023).
Talk
Draxl, Claudia: Unsupervised Learning for Insight Into High-Throughput Calculations.
(Winter School in III-Sb Applications, Non-Volatile memories - A modelling perspective, Berlin, Germany, Feb 2023).
Talk
Draxl, Claudia: Level Alignment and Excitations at Heterointerfaces.
(35th International Winterschool on Electronic Properties of Novel Materials (IWEPNM 2023), Kirchberg, Austria, Mar 2023).
Talk
Draxl, Claudia: Interweaving Synthesis, Theory, Experiment, Devices, Data Tools, and Machine Learning for Exploring Materials: Example of Halide Perovskites.
(2023 MRS Spring Meeting & Exhibit, San Francisco, CA, USA, Apr 2023).
Talk
Draxl, Claudia: Combining Cluster Expansion and Machine Learning Towards Non-Linear Modeling and Classification.
(2023 MRS Spring Meeting & Exhibit, San Francisco, CA, USA, Apr 2023).