Publications of Matthias Scheffler

Scheffler, M.: Big Data of Materials Science – Critical Role of the Descriptor. Computer Simulations for condensed Phase Systems: From Correlated Electrons to Novel Materials , Rome, Italy (2015)

Scheffler, M.: Electronic Structure Overview. Hands-on Workshop Density-Functional Theory and Beyond: First-Principles Simulations of Molecules and Materials, Berlin, Germany (2015)

Scheffler, M.: Big-Data Analytics for Materials Science: Concepts, Challenges, and Hype. Summer School of the Max-Planck-EPFL Center for Molecular Nanoscience and Technology, Schloss Ringberg, Kreuth, Germany (2015)

Scheffler, M.: Big Data of Materials Science - Critical Role Next Steps. Kolloquium, SFB 840 “Von Partikulären Nanosystemen zur Mesotechnologie” , Bayreuth, Germany (2015)

Scheffler, M.: Big-Data Analytics for Materials Science: Concepts, Challenges, and Hype. 6th International Conference on Nanoscience and Technology (ChinaNANO 2015), Beijing, China (2015)

Scheffler, M.: Big-Data Analytics for Materials Science: Concepts, Challenges, and Hype. CeNS Workshop 2015, Channels and Bridges to the Nanoworld, Venice, Italy (2015)

Scheffler, M.: Metal Oxides with Defects and Interfaces: Materials for Energy Conservation, Conversion, and Storage. IPAM Workshop on Materials for a Sustainable Energy Future, Institute for Pure and Applied Mathematics, Lake Arrowhead, CA, USA (2015)

Scheffler, M.: Big-Data Analytics for Materials Science: Concepts, Challenges, and Hype. Lecture, Peking University, Beijing, China (2015)

Scheffler, M.: Causal Models in Big-Data Analytics for Novel Materials Discovery. Colloquium, Nanjing University of Science and Technology, Nanjing, China (2015)

Scheffler, M.: Causal Models in Big-Data Analytics for Novel Materials Discovery. 6th Exploratory Round Table Conference, Big Data in the Natural Sciences and Humanities, Shanghai, China (2015)

Scheffler, M.: The NoMaD (Novel Materials Discovery) Center of Excellence: Challenges and Solutions to Build a Code-Independent Data Base for Computational Materials Science and to Identify Causal Models in Machine Learning. 2015 MRS Fall Meeting, Boston, MA, USA (2015)

Scheffler, M.: Big-Data Analytics for Materials Science: Concepts, Challenges, and Hype. The International Chemical Congress of Pacific Basin Societies 2015 (Pacifichem), Honolulu, HI, USA (2015)

Scheffler, M.: Big-Data Analytics for Materials Science: Concepts, Challenges, and Hype. Workshop, Advances in Nanoscience Applications, International Center for Nano Systems, Cambridge, UK (2015)

Scheffler, M.: Big-Data Analytics for Materials Science: Concepts, Challenges, and Hype. Colloquium, Department of Physics, École Polytechnique, Paris, France (2015)

Sterrer, M.; Fujimori, Y.; Zhao, X.; Levchenko, S. V.; Scheffler, M.; Shao, X.; Nilius, N.; Freund, H.-J.: Water on MgO(001) and CaO(001) – monolayers, ice, hydroxylation. 114th General Assembly of the German Bunsen Society for Physical Chemistry, Bochum, Germany (2015)

Supady, A.; Scheffler, M.; Baldauf, C.: First-principles sampling and representation of a reduced molecular potential-energy surface. 114th General Assembly of the German Bunsen Society for Physical Chemistry, Bochum, Germany (2015)

Bieniek, B.; Hofmann, O. T.; Rinke, P.; Scheffler, M.: Ultra-Thin ZnO on Metal Substrates: Electronic Structure and Thermodynamic Stability. International Workshop, White Nights of Materials Science: From Physics and Chemistry to Data Analysis, and Back, St. Petersburg, Russia (2014)

Scheffler, M.: Space-Charge Transfer at Defects and (Organic) Adsorbates at Metal-Oxide Surfaces. Symposium on Surface and Nano Science 2014 (SSNS’14) , Furano, Japan (2014)

Scheffler, M.: Big Data of Materials Science from First principles - Critical Next Steps. Electronic Materials and Applications , Orlando, FL, USA (2014)

Scheffler, M.: Big Data of Materials Science from First Principles - Critical Next Steps. International Workshop on Advanced Materials 2014 , Ras al Khaimah, UAE (2014)