Selected talks and publications
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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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Luca Ghiringhelli
Materials Data after FAIR Principles-Use Cases, Facilitation and Infrastructure
Invited Talk, The 2nd MGE Workshop towards Materials Data Standards & CSTM FC97 Forum, 2022, Febuary 16, 2023
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Markus Scheidgen
Usage of PIDs in NOMAD now and in the future [slides]
Invited Talk, Base4NFDI PID Workshop 2023, January 27, 2023
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Markus Scheidgen
Data Management [slides]
Invited Talk, IKZ Winter School 2023, Berlin, January 23, 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
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Markus Scheidgen
Structured data acquisation with NOMAD's ELN functions [video]
Invited Talk, NFDI-MatWerk Introductory Session, December 8, 2022
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Claudia Draxl
From traditional physics research to data-centric approaches: Impact of the "I" in FAIR [abstract]
Webinar, Journal of Materials Informatics Webinar, September 15, 2022
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Matthias Scheffler
Learning Rules for Materials Properties and Functions by Artificial Intelligence
Invited Talk, Materials Research Society Fall Meeting, December 2, 2021
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Matthias Scheffler
Artificial Intelligence for Surface Science and Heterogeneous Catalysis: Learning Rules and Creating Maps of Materials Properties
Plenary Talk, 9th International Symposium on Surface Science (ISSS9), December 1, 2021
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Claudia Draxl
From FAIR Data to Knowledge and Novel Materials
Invited talk, Physics for Society: Grand Challenges in the HORIZON 2050, Berlin, October 28-29, 2021
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Claudia Draxl
FAIRmat – Making Materials Data Findable and AI Ready
Invited talk, Fall Meeting of the German Physical Society (DPG), virtual meeting, September 28, 2021
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Claudia Draxl
From Data Mining to Knowledge: Refining a Precious Raw Material of the 21st Century [abstract]
Keynote Talk , International Symposium on Nanoscale Research, Leoben, Austria, September 20, 2021
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Claudia Draxl
FAIR Data and Artificial Intelligence towards New Horizons in Materials Research
Plenary talk, EUROMAT 2021, virtual meeting, September 12-16, 2021
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Claudia Draxl
FAIRmat’s Approach to Data-centric Science [abstract]
Invited talk, SHU - MGI - FAIR-DI Workshop 2021 on FAIR-Data-Driven Materials Research, China, virtual meeting, June 17, 2021
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Claudia Draxl
From data to knowledge
Invited talk, International Materials Square Workshop on Computer-Aided Materials Discovery, Korea, virtual meeting, June 3, 2021
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Claudia Draxl
From data to knowledge
Invited talk, FunMat-II seminar on AI and machine learning for materials design, Sweden, virtual meeting, June 3, 2021
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Claudia Draxl
From physics today to publishing and research of tomorrow [abstract]
Physics Colloquium, University of Kiel, May 4, 2021
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Claudia Draxl
From data to knowledge
Seminar, 4th installment of the CECAM Mixed-Gen series on the topic of Data Driven Science, April 8, 2021
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Claudia Draxl
New Horizons for Materials Research
Invited talk, APS March Meeting, March 15-19, 2021
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Claudia Draxl
Recycle the Waste!
Invited Talk, APE 2021 (Academic Publishing in Europe), January 12-13, 2021
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Claudia Draxl
FAIR Data Infrastructures Towards New Horizons for Materials Research
Invited Talk, 2020 Virtual MRS Fall Meeting, December 4, 2020
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Matthias Scheffler
Claudia Draxl
Sharing is caring! Mit FAIRem Datenmanagement und KI die Materialien der Zukunft entdecken (DE) [video]
Plenary talk together with Peter Frensch, Berlin Science Week, November 10, 2020
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Claudia Draxl
FAIRmat - FAIR Data Infrastructure for Condensed-Matter and Chemical Physics [video]
Keynote, EPICS Collaboration Fall Meeting, October 19-20, 2020
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Claudia Draxl
Predicting Properties of Complex Materials: Challenges for Modern Ab Initio Theory [video]
HITS Colloquium, HITS, October 12, 2020
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Claudia Draxl
Stepping Stones towards the Fourth Paradigm of Materials Science [abstract]
Seminar, Research Training Group QM3, University Bremen, June 25, 2020
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Claudia Draxl
New Horizons for Materials Research - Role of FAIR Data [video]
Plenary talk, FAIR-DI e.V. virtual Conference on a FAIR Data Infrastructure for Materials Genomics, June 3-5, 2020
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Martin Aeschlimann
Data Acquisition in Angle-Resolved Photoemission Spectroscopy
Satellite Workshop, FAIR-DI e.V. virtual Conference on a FAIR Data Infrastructure for Materials Genomics, May 30, 2020
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Claudia Draxl
Towards FAIR Experimental Data
Invited talk, Spring Meeting of the German Physical Society (DPG), Dresden, Germany, March [Meeting canceled due to COVID-19], March 8, 2020
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Claudia Draxl
Verification and Error Estimates for Ab Initio Data
Invited talk, Spring Meeting of the German Physical Society (DPG), Dresden, Germany, March [Meeting canceled due to COVID-19], March 8, 2020
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Claudia Draxl
Opto-electronic Excitations of 2D Materials: Unraveling Similarities Through Fingerprints
Invited talk, APS March Meeting, Denver, USA [Meeting canceled due to COVID-19], March 6, 2020
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Claudia Draxl
Data-driven Research: the Fourth Paradigm of Materials Science
Werkstoffwissenschaftliches Kolloquium, January 28, Erlangen, 2020
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Claudia Draxl
Verification and Error Estimates for Ab Initio Data
Invited talk, Materials Research Meeting 2019 (MRM2019), Yokohama, Japan, December 10-14, 2019
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Claudia Draxl
Computational Materials Science: From Phase Diagrams to Optical Excitations and Data-driven Research
Physikerinnentagung, Berlin, Germany, November 20, 2019
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Claudia Draxl
FAIR Data Management in Materials Science - From Sample Synthesis to Artificial-intelligence
Invited talk, workshop on Forschungsdatenmanagement und Maschinelles Lernen in den Ingenieurwissenschaften am Beispiel der Materialwissenschaften, Karlsruhe, Germany, November 19-20, 2019
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Claudia Draxl
Open and Data-driven Science – the Need for a FAIR Data Infrastructure
Plenary talk, 5th International Conference on Molecular Simulation (ICMS 2019), Jeju, Korea, November 3-6, 2019
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Claudia Draxl
Benchmark Calculations Towards Ultimate Precision in Density-Functional Theory
Invited talk, Big Data Summer: A Summer School of the BiGmax Network, Platja d’Aro, Spain, September 9-13, 2019
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Claudia Draxl
The NOMAD Encyclopedia – a Tool for Exploring Computed Data
Invited talk, Big Data Summer: A Summer School of the BiGmax Network, Platja d’Aro, Spain, September 9-13, 2019
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Claudia Draxl
The NOMAD Project
Invited talk, Workshop Hands-On DFT and Beyond: High-throughput screening and big-data analytics, towards exascale computational materials science, Barcelona, Spain, August/September 6, 2019
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Claudia Draxl
Artificial Intelligence in Materials Science - Hype or Revolution?
Plenary talk, Joint Annual Meeting of the Swiss Physical Society and the Austrian Physical Society, Zurich, Switzerland, August 26-30, 2019
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Claudia Draxl
Shaping the Fourth Paradigm of Materials Science
Invited talk, 11th International Conference on Magnetic and Superconducting Materials (MSM11), Seoul, Korea, August 22, 2019
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Claudia Draxl
Verification and Error Estimates in Ab-initio Calculations
Invited talk, Symposium on Machine Learning in Materials Genome, Spetses, Greece, June 16-21, 2019