FAIRMAT
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Selected publications and talks

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  1. Claudia Draxl
    Complex workflows in materials science: challenges for HPC and FAIR data capture
    Invited talk, Platform for Advanced Scientific Computing Conference (PASC2026), Bern, Switzerland, June 29, 2026
  2. Lukas Pielsticker
    Standardization of experimental data using NeXus [video]
    Invited Talk, Unlocking the Potential of Data – FAIR Data Principles in Physical Sciences in NFDI, 2026
  3. Claudia Draxl
    Million-atom calculations with ab initio accuracy?
    Invited talk, Joint USA-European Symposium on AI in Materials Research, June 22, 2026
  4. Claudia Draxl
    Data quality assessment through benchmarking and machine learning
    Invited talk, Theory-Experiment-Simulations, Spetses, Greece, June 21-26, 2026
  5. Claudia Draxl
    NOMAD – a platform for accelerating materials research
    Invited talk, E-MRS 2026 Spring Meeting, Strasbourg, France, May 25-29, 2026
  6. 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
  7. Claudia Draxl
    NOMAD
    Invited Talk, PhotoBrane network meeting, Jena, Germany, January 12-16, 2026
  8. 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
  9. 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
  10. 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
  11. Claudia Draxl
    Künstliche Intelligenz: FAIR, was sonst?
    Invited Talk, Science Festival: Highlights der Physik, Jena, September 15-20, 2025
  12. Claudia Draxl
    What is Big Data?
    Invited Talk, 33rd International Materials Research Congress, Cancun, Mexico, August 17-21, 2025
  13. Claudia Draxl
    Big data and AI: Faster solutions to new materials and technologies
    Invited Talk, Chamber of Commerce of Upper Austria, 2025
  14. Claudia Draxl
    NOMAD: More than FAIR - Findable & AI ready
    Invited Talk, Love Data Week, Ghent, Belgium, 2025
  15. Claudia Draxl
    Assessing Quality of Machine-Learning Models and Underlying Data [abstract]
    Invited Talk, MRS Fall Meeting, Boston, USA, December 1-6, 2024
  16. Claudia Draxl
    From science to data & from data to science
    Talk, Finissage of the Integrative Research Institute for the Sciences, IRIS Adlershof, 2024
  17. 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
  18. Claudia Draxl
    FAIR, what else? [video]
    Keynote Talk, EOSC Symposium 2024, Berlin, Germany, October 21-23, 2024
  19. Claudia Draxl
    How big is Big Data?
    Invited Talk, Chemical Sciences Farady Discussion, Oxford, September 10-12, 2024
  20. Claudia Draxl
    FAIR data towards new insights into materials
    Plenary Talk, XXth Rencontres du Vietnam on Materials Informatics, August 23-25, 2024
  21. Claudia Draxl
    FAIR data for accelerated materials discovery: The NOMAD project
    Invited Talk, CIMTEC, Montecatini Therme, Italy, June 20-04, 2024
  22. Claudia Draxl
    From research data to data-centric research [video]
    Invited Talk, Friedrich-Alexander-Universität Erlangen-Nürnberg, 2024
  23. Markus Scheidgen
    FAIR research data management for materials science with NOMAD
    Invited Talk, TKFDM Coffee Lecture Serie, June 28, 2023
  24. 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
  25. 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
  26. 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