Selected publications and talks
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Claudia Draxl
FAIR data infrastructure: Why should/do we care?
Invited Talk, CECAM Flagship Workshop FAIR Data Management of Theoretical Spectroscopy and Green Function Methods, Lausanne, Switzerland, April 20-23, 2026
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Claudia Draxl
NOMAD
Invited Talk, PhotoBrane network meeting, Jena, Germany, January 12-16, 2026
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Claudia Draxl
Machine learning and Big Data in materials science: How big is Big?
Invited Talk, Colloqium at the Max Planck Institute for Plasma Physics, Greifswald, January 09, 2026
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Claudia Draxl
AI in Materials Science
Invited Talk, workshop: The Future of Artificial Intelligence and the Implications for Materials Science by the EC-DG Research and Innovation and OECD – Directorate for Science, Technology and Innovation, December 16, 2025
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Claudia Draxl
Materials spectroscopy: From theoretical approaches and workflows to experimental techniques and their representation in NOMAD
Invited Talk, DAPHNE4NFDI Bad Honnef Seminar 2025 on Opportunities and Challenges of FAIR Data at Photon and Neutron Facilities, Bad Honnef, October 12-15, 2025
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Claudia Draxl
Künstliche Intelligenz: FAIR, was sonst?
Invited Talk, Science Festival: Highlights der Physik, Jena, September 15-20, 2025
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Claudia Draxl
What is Big Data?
Invited Talk, 33rd International Materials Research Congress, Cancun, Mexico, August 17-21, 2025
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Claudia Draxl
Big data and AI: Faster solutions to new materials and technologies
Invited Talk, Chamber of Commerce of Upper Austria, 2025
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Claudia Draxl
NOMAD: More than FAIR - Findable & AI ready
Invited Talk, Love Data Week, Ghent, Belgium, 2025
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Claudia Draxl
Assessing Quality of Machine-Learning Models and Underlying Data [abstract]
Invited Talk, MRS Fall Meeting, Boston, USA, December 1-6, 2024
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Claudia Draxl
From science to data & from data to science
Talk, Finissage of the Integrative Research Institute for the Sciences, IRIS Adlershof, 2024
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Heiko Weber
Experimental Research Data in Materials Science and Solid-State Physics: Challenges, Strategies and Solutions [abstract]
Plenary Talk, The 8th Asian Materials Data Symposium (AMDS2024), Ningde, China, November 13-16, 2024
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Claudia Draxl
FAIR, what else? [video]
Keynote Talk, EOSC Symposium 2024, Berlin, Germany, October 21-23, 2024
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Claudia Draxl
How big is Big Data?
Invited Talk, Chemical Sciences Farady Discussion, Oxford, September 10-12, 2024
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Claudia Draxl
FAIR data towards new insights into materials
Plenary Talk, XXth Rencontres du Vietnam on Materials Informatics, August 23-25, 2024
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Claudia Draxl
FAIR data for accelerated materials discovery: The NOMAD project
Invited Talk, CIMTEC, Montecatini Therme, Italy, June 20-04, 2024
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Claudia Draxl
From research data to data-centric research [video]
Invited Talk, Friedrich-Alexander-Universität Erlangen-Nürnberg, 2024
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Markus Scheidgen
FAIR research data management for materials science with NOMAD
Invited Talk, TKFDM Coffee Lecture Serie, June 28, 2023
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Claudia Draxl
High-throughput spectroscopy and materials discovery by beyond-DFT workflows and data-analysis frameworks [video]
Invited Talk, IPAM Workshop III: Complex Scientific Workflows at Extreme Computational Scales, Los Angeles, May 2, 2023
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Markus Scheidgen
Schemas for Research Data – Enabling material scientists to define, provide, and use data [slides]
Invited Talk, FONDA DSL Workshop, Humboldt-Universität zu Berlin, March 17, 2023
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José A. Márquez Prieto
AI-Ready Experimental Data of Novel Solar Cells in the NOMAD Laboratory
Invited Talk, ISusMat: Bridging Modelling and Measurement, January 11, 2023
