Publications of Matthias Scheffler

Scheffler, M.: Advancements in Exchange-Correlation Functionals for Ground and Excited States. IOP-FHI Workshop, Frontiers of Electronic-Structure Theory and Materials Genomics, Beijing, China (2023)

Scheffler, M.: Finding "Rules" and "Genes" for Materials Properties and Functions by Artificial Intelligence. IOP-CAS Daniel Tsui Distinguished Lecture, Institute of Physics, Chinese Academy of Sciences, Beijing, China (2023)

Scheffler, M.: AI-Guided Workflows for Efficiently Screening the Materials Space. 2023 MRS FAll Meeting & Exhibit, Boston, MA, USA (2023)

Scheffler, M.: Welcome and Overview, and The Role of Volker Heine for Computational Materials Science. NOMAD Workshop on Data-centric Cruising for New and Novel Materials, Mechanisms, and Insights, Kiel, Germany (2023)

Scheffler, M.: Training Activities of the NOMAD CoE. 5th NOMAD Project Meeting, Aalto, Finland (2023)

Scheffler, M.: Efficient Discovery of Improved Energy Materials by an AI-guided Workflow: The Example of Thermal Conductivity. Workshop, Sino-German Mobility Program, Berlin, Germany (2023)

Scheffler, M.: Finding "Rules" and "Genes" for Materials Properties and Functions by Artificial Intelligence. DMI Signature Lecture, Durham, NC, USA (2023)

Scheffler, M.: Electron-Vibrational Coupling in and Beyond the Phonon Picture. Seminar, Departments of Mechanical Engineering and Materials Science and Chemistry, Duke University, Durham, NC, USA (2023)

Scheffler, M.: Learning Rules for High-Throughput Screening of Materials Properties and Functions. TMS 2023, 152th Annual Meeting & Exhibition, San Diego, CA, USA (2023)

Scheffler, M.: Finding "Rules" and "Genes" for Materials Properties and Functions by Artificial Intelligence. Fundamentals of Heterogeneous Catalysis, FUNCAT 2023, Cardiff, UK (2023)

Scheffler, M.: The NOMAD Center of Excellence and The Max Planck Society. 4th NOMAD Project Meeting, Vienna, Austria (2023)

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, 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, 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)