Publications of Matthias Scheffler

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)

Scheffler, M.: Big Data and Statistically Exceptional Materials. International Conference, Materials for Humanity (MH 21), Materials Research Society Singapore (MRS), Online Event (2021)

Scheffler, M.: Learning Rules for Materials Properties and Functions and Creating Materials Maps. International Workshop on Computer-Aided Materials Discovery, Online Event (2021)

Scheffler, M.: Artificial Intelligence, Towards Materials Maps. 2021 MRS Spring Meeting & Exhibit, Online Event (2021)

Scheffler, M.: FAIRMAT – A Proposed Consortium of the German Research-Data Infrastructure. Spring Meeting, Deutsche Physikalische Gesellschaft (DPG), Online Event (2021)

Scheffler, M.: The NOMAD Laboratory at the FHI of the Max Planck Society. Symposium, Max Planck Graduate Center for Quantum Materials, Stuttgart, Germany (2021)

Scheffler, M.: Big-Data Driven Materials Science. Symposium, Aktuelle Methoden der physikalischen Forschung, Technische Universität Berlin, Online Event (2021)

Scheffler, M.: Subgroup Discovery, Rare-Phenomena Challenge, and Domain of Applicability. Lecture, Big Data and Artificial Intelligence in Materials Sciences, Online Event (2021)

Scheffler, M.: FAIR Data Infrastructure and Artificial Intelligence in Materials Science. The 6th International Conference on Electronic Materials and Nanotechnology for Green Environment (ENGE), Online Event (2020)

Scheffler, M.: Sharing Is Caring. Berlin Science Week und Falling Walls 2020, Berlin, Germany (2020)

Scheffler, M.: FAIR Data Infrastructure and Artificial Intelligence in Materials Science. Seminar, Sony AI Lab Europe, Online Event (2020)