FAIRmat

FAIR Data Infrastructure
for Condensed-Matter
and Chemical Physics

Invited, Keynote, and Plenary Talks

Since the launch of the NFDI call (June 2019), the Area and Task Leaders of FAIRmat have given numerous invited, keynote, and plenary talks on FAIRness and the challenges and chances of building a Research Data Infrastructure.  Please find a first selection below:

Claudia Draxl

Stepping Stones towards the Fourth Paradigm of Materials Science
Seminar for Research Training Group QM3, University Bremen 
Data-driven Research: the Fourth Paradigm of Materials Science
Werkstoffwissenschaftliches Kolloquium, Erlangen
New Horizons for Materials Research - Role of FAIR Data [video]
Plenary talk at the FAIR-DI e.V. virtual Conference on a FAIR Data Infrastructure for Materials Genomics, June 2020 
Towards FAIR Experimental Data
Invited talk at the Spring Meeting of the German Physical Society (DPG), Dresden, Germany, March 2020  [Meeting canceled due to COVID-19]
Verification and Error Estimates for Ab Initio Data
Invited talk at the Spring Meeting of the German Physical Society (DPG), Dresden, Germany, March 2020  [Meeting canceled due to COVID-19]
Opto-electronic Excitations of 2D Materials: Unraveling Similarities Through Fingerprints
Invited talk at the APS March Meeting 2019, Denver, USA, March 2020  [Meeting canceled due to COVID-19]
Verification and Error Estimates for Ab Initio Data
Invited talk at the Materials Research Meeting 2019 (MRM2019), Yokohama, Japan, December 2019
FAIR Data Management in Materials Science  - From Sample Synthesis to Artificial-intelligence 
Invited talk at a workshop on Forschungsdatenmanagement und Maschinelles Lernen in den Ingenieurwissenschaften am Beispiel der Materialwissenschaften, Karlsruhe, Germany, November 2019
Computational Materials Science: From Phase Diagrams to Optical Excitations and Data-driven Research
Physikerinnentagung, Berlin, Germany, November 2019
Open and Data-driven Science – the Need for a FAIR Data Infrastructure
Plenary talk at the 5th International Conference on Molecular Simulation (ICMS 2019), Jeju, Korea, November 2019
Benchmark Calculations Towards Ultimate Precision in Density-Functional Theory
Invited talk at Big Data Summer: A Summer School of the BiGmax Network, Platja d’Aro, Spain, September 2019
The NOMAD Encyclopedia – a Tool for Exploring Computed Data
Invited talk at Big Data Summer: A Summer School of the BiGmax Network, Platja d’Aro, Spain, September 9-13, 2019
The NOMAD Project
Invited talk at the workshop Hands-On DFT and Beyond: High-throughput screening and big-data analytics, towards exascale computational materials science, Barcelona, Spain, August/September 6, 2019
Artificial Intelligence in Materials Science - Hype or Revolution?
Plenary talk at the Joint Annual Meeting of the Swiss Physical Society and the Austrian Physical Society, Zurich, Switzerland, August 2019
Shaping the Fourth Paradigm of Materials Science
Invited talk at the 11th International Conference on Magnetic and Superconducting Materials (MSM11), Seoul, Korea, August 2019
Verification and Error Estimates in Ab-initio Calculations
Invited talk at the Symposium on Machine Learning in Materials Genome, Spetses, Greece, June 2019

Matthias Scheffler

Opening and Welcome [video]
as Chair of the FAIR-DI e.V. virtual Conference on a FAIR Data Infrastructure for Materials Genomics, June 2020

Concluding Remarks [video]
as Chair of the FAIR-DI e.V. virtual Conference on a FAIR Data Infrastructure for Materials Genomics, June 2020

FAIR-DI: FAIR Data Infrastructure for Physics, Chemistry, Materials Science, and Astronomy
Invited talk at the Spring Meeting of the German Physical Society (DPG), Dresden, Germany, March 2020  [Meeting canceled due to COVID-19]
Topological Regions in a 'Map of Materials Properties' of Twodimensional Materials
Invited talk at the APS March Meeting 2019, Denver, USA, March 2020  [Meeting canceled due to COVID-19]
Urgent Needs and Scientific Chances of a FAIR Data Infrastructure
Invited talk at the Colloquium FEST with FAIRness, Berlin, Germany, January 2020
Data-Centric Science for Materials Research: When The New Science Is in The Outliers
Keynote at the Materials Research Meeting 2019, Tokyo, Japan, December 2019
Fourth Paradigm of Materials Science: Novel Research Routes by Artificial Intelligence
Colloquium at Paul Scherrer Institute, Villingen, Switzerland, December 2019
Modeling Materials Properties by Artificial Intelligence and Density-functional Theory
Colloquium at the Korea Institute of Science and Technology (KIST), Seoul, Korea, November 2019
Big-Data-Driven Materials Science and its FAIR Data Infrastructure
Plenary talk at the 5th International Conference on Molecular Simulation (ICMS 2019), Jeju, Korea, November 2019
Subgroup Discovery and Multi-Task SISSO for Novel Materials Discovery
Invited talk at the Inaugural Symposium for Computational Materials Program of Excellence, Moscow, Russia, September 2019
Big Data Driven Materials Science – Introduction and Overview
Invited talk at the Big Data Summer – A Summer School of the BiGmax Network, Platja d’aro, Spain, September 2019       
Thermal and Electrical Conductivity to all Orders in Electron-phonon and Phonon-phonon Coupling
Invited talk at the 24th ETSF Workshop on Electronic Excitations, Light-Matter Interaction and Optical Spectroscopy from Infrared to X-Rays, Jena, Germany, September 2019
Materials Discovery from Electronic-structure Theory
Invited talk at the workshop Hands-on DFT and Beyond: High-Throughput Screening and Big-Data Analytics, Towards Exascale Computational Materials Science, Barcelona, Spain, August 2019
Big Data and Artificial Intelligence in Materials Science: When The New Science Is in The Outliers
Seminar at the Korea Research Institute of Chemical Technology (KRICT), Daejon, Korea, August 2019
Big Data and Artificial Intelligence in Materials Science: When The New Science Is in The Outliers
Seminar at the Yonsei University, Department of Materials Science and Engineering, Seoul, Korea, August 2019
Big Data and Artificial Intelligence in Materials Science: When The New Science Is in The Outliers
Invited Talk and seminar at the Physics/BK21, Pohang University of Science and Technology, Pohang, Korea, August 2019
When The New Science Is in The Outliers
Invited talk at the Artificial Intelligence for Materials Science (AIMS) 2019 Workshop, Gaithersburg, USA, August 2019
Making the Data Revolution Happen
Invited talk at the CCP2019 - 31st IUPAP Conference on Computational Physics, Hong Kong, July 2019
Modeling the Function of Materials by Artificial Intelligence
Hardy Gross Workshop, Halle, Germany, June 2019
Subgroup Discovery and Multi-Task SISSO for Novel Materials Discovery
Invited talk at the Symposium on Machine Learning in Materials Genome, Spetses, Greece, June 2019

Silvana Botti

Structural Prediction and Computational Materials Design: From Bulk Crystals to Interfaces and Surfaces
Invited talk at the Physics Colloquium Structural prediction and computational materials design: from bulk crystals to interfaces and surfaces, Ilmenau, Germany, January 2020

Hans-Joachim Bungartz

Perspectives of Exascale Computing in the Context of AI
Invited Talk at the 3rd French-Japanese-German Workshop on the Convergence of HPC and Data Science, Tokyo, Japan, November 2019
Research Data Infrastructures – How Generic Can & Should They Be?
Invited Talk at the Big Data Summer: A Summer School of the BiGmax Network, Platja d’Aro, Spain, September 2019
Sparse Grids and their Impact on HPC and Big Data
Invited Talk at the SIAM Chapter Colloquia 2019, SISSA, Triest, Italy, July 2019
Sparse Grids and their Impact on HPC and Big Data
Invited Talk at Sun Yat-sen University, Guangzhou, China, June 2019
Sparse Grids and their Impact on HPC and Big Data
Invited Talk at Peng Cheng Labs, Shenzhen, China, June 2019
Racks & Brains
Invited Talk at the ceremonial event "50 Jahre Rechenzentrum", TU Dresden, Germany, January 2019

Ralph Ernstorfer

Ultrafast Dynamics of Electrons, Excitons and Phonons in Momentum Space
Invited Talk at the 21st International Winter School on New Developments in Solid State Physics, Mauterndorf, Austria, February 2020
Ultrafast Dynamics of Electrons, Excitons and Phonons in Momentum Space
Invited Talk at the 6th Muju International Winter School, Muju, South Korea, January 2020
Ultrafast Electron Dynamics: Momentum- and Real-space Perspective
Invited Talk at the Conference Forefront of Measurement Technologies for Surface Chemistry and Physics in Real-Space, k-Space, and Real-Time, Okazaki, Japan, December 2019
Ultrafast Multidimensional Photoemission Spectroscopy and Diffraction of Nanoscale Materials
Keynote Talk at the CECAM-PSIK Workshop Ultrafast Physics from Molecules to Nanostructures, San Sebastian, Spain, October 2019
Multidimensional Photoemission Spectroscopy of Optically Prepared Non-equilibrium States of WSe2
Invited Talk at CORPES 2019, International Workshop on Strong Correlations and Angle-Resolved Photoemission Spectroscopy, Oxford, UK, July 2019

Luca Ghiringhelli

Community-driven Metadata and Ontologies for Materials Science and their Key Role in Artificial-intelligence Tools
Invited talk at the FAIR-DI e.V. virtual Conference on a FAIR Data Infrastructure for Materials Genomics, June 2020 [video]
Artificial Intelligence for (big?) Data-driven Materials Science: Achievements and Perspectives
Invited talk at the colloquium Machine Learning meets Chemistry, Turin, Italy, February 2020
Metadata and Ontologies for Computational and Experimental Materials Science: Achievements and Challenges
Invited talk at the symposium Superalloy Data Science Acquisition, Storage, Mining and Machine Learning, Bochum, Germany, January 2020
Beyond Just Fitting Numbers: Artificial Intelligence for Identifying Statistically Exceptional Materials
Invited talk at the 2019 MRS Fall Meeting, Boston, USA, December 2019
Artificial Intelligence for Data-driven Materials Science: Achievements and Perspectives
Keynote at the Kick-off week of the Max Planck Graduate Center for Quantum Materials, Stuttgart, Germany, November 2019
Artificial Intelligence for Data-driven Materials Science: Achievements and Perspectives
Invited talk at a seminar at Aarhus University, Department of Physics and Astronomy, Aarhus, Denmark, November 2019
Artificial Intelligence for Data-driven Materials Science: Achievements and Perspectives
Invited talk at the IRIS Symposium 2019, Berlin, Germany, October 2019

Axel Groß

Descriptors and Atomic Level Understanding for Post-Li Battery Technologies
Invited talk at the 258th ACS National Meeting, San Diego, USA, August 2019
 Atomic Level Understanding of Structures and Processes in Post-Li Battery Technologies Using the Concept of Descriptors
Invited talk at the E-CAM Workshop Electrochemical Energy Storage: Theory meets Industry, Paris, France, June 2019

Marius Grundmann

(Al,Ga)2O3 and (In,Ga)2O3 Alloy Semiconductors in Various Crystal Phases: Physical Properties, Pseudomorphic Epitaxy and Device Perspectives
Plenary talk at the Materials Research Meeting 2019 - Materials Innovation for Sustainable Development Goals (MRM 2019), Yokohama, Japan, December 2019
Amorphous Transparent N-Type and P-Type Electronic Semiconductors for Thin Film Devices
Invited talk at the Materials Research Meeting 2019 - Materials Innovation for Sustainable Development Goals (MRM 2019), Symposium G2 "Materials Frontier for Transparent Advanced Electronics, 5th Bilateral Symposium between E-MRS and MRS-J", Yokohama, Japan, December 2019

Thomas Heine

Computational Design of Two-dimensional Photo- and Electrocatalysts
Plenary talk at the  8th SolTech Conference, Erlangen, Germany, December 2019

Christoph Koch

(Big) Data-driven Research and Teaching in Experimental Physics [video]
Invited Talk at the Satellite Workshop on NFDI @ Teaching at the FAIR-DI e.V. virtual Conference on a FAIR Data Infrastructure for Materials Genomics, June 2020
 Filling in Missing Links of a FAIR Data Infrastructure for Electron Microscopy [video]
FAIRmat – a FAIR Data Infrastructure for Materials Science and Related Research Fields
Invited talk at the Joint HZB & PTB Materials Metrology Workshop, Berlin, Germany, December 2019

Erwin Laure

The Future of Swedish e-Science: SeRC 2.0
Invited talk at the International Conference on eScience 2019, San Diego, USA September 2019

Dierk Raabe

Big Data-Related Challenges in Microstructure Research and Alloy Design
Invited Talk at the Big Data Summer: A Summer School of the BiGmax Network, Platja d’Aro, Spain, September 2019

Markus Rampp

High-Performance Data Analytics: Basic Concepts of Distributed Deep Learning
Invited Talk at the Big Data Summer: A Summer School of the BiGmax Network, Platja d’Aro, Spain, September 2019

Annette Trunschke

Experimental Handbook for Clean Data in Catalysis [video]
Invited talk at the FAIR-DI e.V. virtual Conference on a FAIR Data Infrastructure for Materials Genomics, June 2020
Standard operation procedures in heterogeneous catalysis research
at the joint HZB-PTB Satellite Workshop Materials Metrology to the HZB User Meeting 2019, Berlin, Germany, December 2019
Concepts in Heterogeneous Catalysis and Challenges of Digital Catalysis
Basic lecture program - BIG-NSE Initial Phase WS 2019, 2019
Big-data driven catalysis research: Challenges and Chances
Invited Talk at the Big Data Summer: A Summer School of the BiGmax Network, Platja d’Aro, Spain, September 2019
Clean Data Acquisition in Oxidation Catalysis
Invited Talk at the Big Data Summer: A Summer School of the BiGmax Network, Platja d’Aro, Spain, September 2019
Specifics of Metadata and Design of Experiment in Heterogeneous Catalysis Research
Invited talk at the Big-Data Driven Materials Science: A NOMAD-FAIRDI Workshop, Berlin, Germany, July 2019

Christof Wöll

Programmed Assembly of Designer Solids from Molecular Building Blocks: A Route towards Digitalization of Materials Research?
Plenary talk at the 21st Anniv. International Symposium on Eco-Materials Processing and Design (ISEPD2020), Yantai, China, January 2020 
Fabricating Designer Solids with Bespoke Physical Properties: The SURMOF Approach
Invited talk at the Nature Conference, Tianjin, China, November 2019
Design of Crystalline 2D Materials: The SURMOF Approach
Invited talk at the Chem2Dmat, Dresden, Germany, September 2019
Fabricating Designer Solids: The SURMOF Approach
Invited talk at the MOF Summer School, Graz, Austria, September 2019
Multifunctional, Crystalline Designer Solids via Layer-by-Layer Assembly of Molecular Building Blocks: Principles, Prospects, an Applications of SURMOFs
Invited talk at the FKA20 Konferenz, Vienna, Austria, July 2019
Digitalization of Materials Science: Challenges and Prospects
Invited talk at the Metadata WS, Berlin, Germany, July 2019