Publications of Matthias Scheffler

Talk (209)

2025
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Scheffler, M.: Density Functional Theory and Artificial Intelligence in Materials Science. Seminar, Condensed Matter Theory Group, The University of Sydney , Sydney, Australia (2025)
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Scheffler, M.: Artificial Intelligence in Materials Science. Colloquium, School of Physics, The University of Sydney , Sydney, Australia (2025)
2024
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Scheffler, M.: Data-Centric Materials Science. 15th International Symposium on Atomic Level Characterizations for New Materials and Devices`24, Matsue, Japan (2024)
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Scheffler, M.: Conclusion of the Conference and Outlook for the Field. International Workshop on Data-Driven Computational and Theoretical Materials Design, Shanghai, China (2024)
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Scheffler, M.: The NOMAD Laboratory at the Fritz Haber Institute of the Max Planck Society. Colloquium at School of Physics and Information Technology, Shaanxi Normal University, Xi'an, China (2024)
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Scheffler, M.: Density Functional Theory and Artificial Intelligence in Materials Science. Meeting at Synfuels China, Beijing, China (2024)
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Scheffler, M.: Artificial Intelligence in Materials Science: Impact, Uncertain Expectations, and Open Challenges. Colloquium, School of Physics, Peking University, Beijing, China (2024)
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Scheffler, M.: Impact, Uncertain Expectations, and Open Challenges of AI in Materials Science. Conference of Condensed Matter Physics (CCMP), Liyang, Jiangsu, China (2024)
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Scheffler, M.: Exascale-Critical Advancements in the FHI-Aims Software. Final NOMAD CoE Review Meeting, European Commission, Online (2024)
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Scheffler, M.: Open Data and Artificial Intelligence in Materials Science and Engineering: A New Way of Thinking Research. Annual Magna Meeting, Academia Brasileira de Ciencias, Rio de Janeiro, Brazil (2024)
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Scheffler, M.: AI Guided Workflows for Efficiently Screening the Materials Space. Coshare Science 02, Online Event (2024)
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Scheffler, M.: AI-Guided Workflows for Efficiently Screening the Materials Space. Physics Colloquium, Universität Duisburg-Essen, Essen, Germany (2024)
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Scheffler, M.: Open Science and AI: Künstliche Intelligenz für die Entdeckung Neuer und Neuartiger Materialien. Clubabend, Rotary Club Berlin-Unter den Linden, Berlin, Germany (2024)
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Scheffler, M.: AI-Guided Workflows for Efficiently Screening the Materials Space. Physics Colloquium, University of California San Diego, La Jolla, CA, USA (2024)
2023
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Scheffler, M.: Efficient Discovery of Improved Energy Materials by an AI-Guided Workflow: The Example of Thermal Conductivity. IOP-HU Early Career Researcher Conference on Condensed Matter Physics, Liyang, China (2023)
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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)
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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)
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Scheffler, M.: AI-Guided Workflows for Efficiently Screening the Materials Space. 2023 MRS FAll Meeting & Exhibit, Boston, MA, USA (2023)
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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)
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Scheffler, M.: Training Activities of the NOMAD CoE. 5th NOMAD Project Meeting, Aalto, Finland (2023)
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