Publications of Matthias Scheffler

Scheffler, M.: Learning Rules and Identifying "Materials Genes" for Heterogeneous Catalysis by Artificial Intelligence. Surface Science Discussions 2023, Modern trends in surface science studies, Online Event (2023)

Scheffler, M.: Data-Centric Research in the Natural Sciences. Berlin Science Week and Falling Walls 2023, Workshop of the Berlin-Brandenburg Academy of Sciences and Humanities (BBAW), Berlin, Germany (2022)

Scheffler, M.: New and Novel Materials, Mechanisms, and Insights. NOMAD Meeting, Revealing New and Novel Materials, Mechanisms, and Insights (a Perspective), Potsdam, Germany (2022)

Scheffler, M.: Materials Genes (Atomic-level Characterization) of Materials Properties and Functions. 14th International Symposium on Atomic Level Characterizations for New Materials and Devices '22, (ALC '22), Okinawa, Japan (2022)

Scheffler, M.: Welcome Address and Concluding Remarks. Conference on a Fair Data Infrastructure for Materials Genomics, Online Event (2022)

Scheffler, M.: Welcome and Overview. NOMAD-ECAM-IRIS-Pritzker Workshop and Hands-on Tutorial 2022, Berlin (2022)

Scheffler, M.: Finding Structure in Data, Identifying Maps of Materials Properties, and Detecting the “Materials Genes”. NOMAD-ECAM-IRIS-Pritzker Workshop and Hands-on Tutorial 2022, Berlin (2022)

Scheffler, M.: Software Solutions to the Challenges of Materials Modelling: The NOMAD Artificial Intelligence Toolkit. Workshop of The Royal Society, Northampton, UK (2022)

Scheffler, M.: The NOMAD Center of Excellence. NOMAD-Industry Workshop 2022, Berlin, Germany (2022)

Scheffler, M.: Learning Rules for Materials Properties and Functions by Artificial Intelligence. Workshop, Machine Learning in Electronic Structure and Molecular Dynamics, International Centre for Theoretical Physics (ICTP), Trieste, Italy (2022)

Scheffler, M.: Learning Rules for Materials Properties and Functions by Artificial Intelligence. Workshop, Machine Learning in Electronic Structure and Molecular Dynamics, Abdus Salam International Centre for Theoretical Physics (ICTP), Online Event (2022)

Scheffler, M.: Electron-Vibrational Coupling in and Beyond the Phonon Picture. APS March Meeting 2022, Online Event (2022)

Scheffler, M.: Making the Data Revolution Happen. Joint FAIRmat and FHI-aims Tutorial and ICTP Workshop at East African Institute for Fundamental Research, Online Event (2022)

Scheffler, M.: Making the Data Revolution Happen. Lecture, National Academy of Sciences, Online Event (2022)

Scheffler, M.: Learning Rules for Materials Properties and Functions by Artificial Intelligence. 2021 MRS Fall Meeting & Exhibit, Online Event (2021)

Scheffler, M.: Big Data and Statistically Exceptional Materials. Symposium, Villum Project Kristian Sommer Thygesen, Copenhagen, Denmark (2021)

Scheffler, M.: Artificial Intelligence for Surface Science and Heterogeneous Catalysis: Learning Rules and Creating Maps of Materials Properties. The 9th International Symposium on Surface Science (ISSS-9), Online Event (2021)

Scheffler, M.: Open Data in Naturwissenschaften und Mathematik: Das FAIRmat Konsortium. Lecture, Berlin-Brandenburgische Akademie der Wissenschaften (BBAW), Online Event (2021)

Scheffler, M.: Paradigm Shift by Data-Centric Materials Science Jointly Steered With and Enabled by MPCDF. Symposium, 60th Anniversary of RZG/MPCDF (Max-Planck Computing and Data Facility), Garching, Germany (2021)

Scheffler, M.: Properties of Materials From First Principles. Virtual hands-on tutorial, FHI-aims, Online Event (2021)