Publications of Claudia Draxl
All genres
Talk (116)
2023
Talk
Draxl, Claudia: Combining Cluster Expansion and Machine Learning Towards Non-Linear Modeling and Classification.
(2nd Materials Science Colloquium (67. Metallkunde-Kolloquium), Arlberg, Austria, Apr 2023).
Talk
Draxl, Claudia: High-Throughput Spectroscopy and Materials Discovery by Beyond-DFT Workflows and Data-Analysis Frameworks.
(Workshop, Complex Scientific Workflows at Extreme Computational Scales, Institute for Pure and Applied Mathematics (IPAM), University of California, Los Angeles, CA, USA, May 2023).
Talk
Draxl, Claudia: The FAIRmat Approach to Accelerated Discovery of New Materials.
(787. WE-Heraeus-Seminar, Accelerated Discovery of New Materials, Bad Honnef, Germany, May 2023).
Talk
Draxl, Claudia: Exploring Large Data Space.
(School on Artificial Intelligence for Materials Science in the Exascale Era, Calonge, Spain, May 2023).
Talk
Draxl, Claudia: Level Alignment and Excitations at Interfaces Between Molecules and 2D Materials.
(ICQC 2023 Satellite Meeting, Intermolecular Interactions and Properties of Gases, Liquids and Solids, Graz, Austria, Jul 2023).
Talk
Talk
Draxl, Claudia: FAIRmat’s Approach to FAIR Data and Accelerated Materials Discovery.
(GDCh Science Forum Chemistry 2023, Leipzig, Germany, Sep 2023).
Talk
Draxl, Claudia: Electronic-Structure Theory and Materials Discovery on the Way to Exascale.
(NHR Conference '23, Berlin, Germany, Sep 2023).
Talk
Draxl, Claudia: Excitations in Complex Materials: Interplay Between Electron-Electron, Electron-Phonon, Electron-Hole, and Spin-Orbit Interactions.
(IOP-HU Early Career Researcher Conference on Condensed Matter Physics, Liyang, China, Oct 2023).
Talk
Draxl, Claudia: From Many-Body Theory to Nonlinear Modeling and Classification.
(IOP-FHI Workshop, Frontiers of Electronic Structure Theory and Materials Genomics, Beijing, China, Oct 2023).
Talk
Draxl, Claudia: FAIRmat - Making Materials Data Findable and AI Ready.
(Webinar, University of Oslo, Online Event, Feb 2023).
2022
Talk
Ambrosch-Draxl, Claudia: How Green Is Our Research?
(Conference, Science at Extreme Scales: Where Big Data Meets Large-Scale Computing, Lake Arrowhead, CA, USA, Dec 2022).
Talk
Draxl, Claudia: 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: FAIRmat – Making Materials Research Data Findable and AI-Ready.
(20th International Symposium on Nanotechnology (Japan Nano 2022), Online Event, Jan 2022).
Talk
Draxl, Claudia: Similarity of Materials and Data-Quality Assessment by Unsupervised Learning.
(HEIBRiDS Lecture Series, Online Event, Jan 2022).
Talk
Draxl, Claudia: Similarities and Pattern Identification in Materials-Sciene Data.
(Spanish network of AI, Online Event, Jan 2022).
Talk
Draxl, Claudia: Excitations and 2D Quantum Gases in Complex Oxides.
(Seminar, VirtMat, Karlsruhe Institute of Technology (KIT), Online Event, Feb 2022).
Talk
Draxl, Claudia: 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: 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).
Talk
Draxl, Claudia: From Research Islands and Data Silos to a Powerful Data Infrastructure.
(Talk, FAIRmat Tutorial on NOMAD Oasis and FAIR data collaboration and sharing, Online Event, May 2022).