Publications of Matthias Scheffler
All genres
Talk (210)
2018
Talk
Scheffler, Matthias: Making the Data Revolution Happen – Turning Data and Information From Computational Materials Science Into Knowledge by Artificial Intelligence.
(Hefei Master Forum, University of Science and Technology of China, Hefei, China, Oct 2018).
Talk
Scheffler, Matthias: Big? Data Driven Materials Science – When Most Data Are Irrelevant.
(Workshop Digitalisierung: Status, Perspektiven und Potentiale für die Festkörper- und Materialchemie, Dresden, Germany, Dec 2018).
2017
Talk
Scheffler, Matthias: Thermal Transport from First Principles.
(Symposium on Surface and Nano Science 2017 (SSNS'17), Furano, Japan, Jan 2017).
Talk
Scheffler, Matthias: Advanced Properties and Methods, Big Data and Complex Materials.
(NSF-MolSSI Workshop on Materials Software, Berkeley, CA, USA, Feb 2017).
Talk
Scheffler, Matthias: Strong Electron-Phonon Coupling and Ab Initio Theory of Heat Transport - Concepts and Calculations.
(Colloquium, Materials Science and Engineering, University of California, Berkeley, CA, USA, Mar 2017).
Talk
Scheffler, Matthias: DFT, Its Impact on Condensed Matter and on “Materials-Genome” Research.
(APS March Meeting 2017, New Orleans, LA, USA, Mar 2017).
Talk
Scheffler, Matthias: Discovering Interpretable Patterns, Correlations, and Causality in Big Data of Materials.
(Chinese Materials Conference 2017, Yinchuan, China, Jul 2017).
Talk
Scheffler, Matthias: Discovering Interpretable Patterns, Correlations, and Causality in Big Data of Materials.
(The 15th International Nanotech Symposium & Nano-Convergence Expo (NANO KOREA 2017), Goyang, South Korea, Jul 2017).
Talk
Scheffler, Matthias: Electronic-Structure Theory (Introduction).
(NSF/CECAM School on Computational Materials Science: From Basics to Applications, Lausanne, Switzerland, Jul 2017).
Talk
Scheffler, Matthias: Novel Materials Discovery by DFT and Compressed Sensing.
(NSF/CECAM School on Computational Materials Science: From Basics to Applications, Lausanne, Switzerland, Jul 2017).
Talk
Scheffler, Matthias: Materials Discovery from Electronic Structure.
(Hands-on Workshop Density-Functional Theory and Beyond: Accuracy, Efficiency and Reproducibility in Computational Materials Science, Berlin, Germany, Jul 2017).
Talk
Scheffler, Matthias: Big-Data Routes for Atomic-Level Characterization of Novel Materials.
(ALC ’17, 11th International Symposium on Atomic Level Characterizations for New Materials and Devices ’17, Kauai, HI, USA, Dec 2017).
Talk
Scheffler, Matthias: SISSO: A Compressed-Sensing Method for Systematically Identifying Physical Models of Materials Properties.
(CFEL Theory Seminar, DESY, Hamburg, Germany, Nov 2017).
Talk
Scheffler, Matthias: SISSO: A Compressed-Sensing Method for Identifying Physical Models of Materials Properties.
(The 7th International Workshop on Quantum Energy, Haikou, China, Nov 2017).
Talk
Scheffler, Matthias: Strong Electron-Vibrational Coupling and Ab Initio Theory of Heat Transport.
(CPMD2017 Workshop, Car-Parrinello Molecular Dynamics in 2017, Tsukuba, Japan, Oct 2017).
Talk
Scheffler, Matthias: A Primer to NOMAD.
(NOMAD Summer - A hands-on course on tools for novel materials discovery, Berlin, Germany, Sep 2017).
Talk
Scheffler, Matthias: Big Data of the Chemical Physics of Materials: Discovering Interpretable Patterns, Correlations and Causality.
(WATOC2017, 11th Triennial Congress of the World Association of Theoretical and Computational Chemistry, Munich, Germany, Sep 2017).
Talk
Sutton, Christopher A., , Luca M. Ghiringhelli and Matthias Scheffler: High-Throughput Screening and Guided Design of Transparent Conducting Oxides.
(253rd ACS National Meeting & Exposition, Advanced Materials, Technologies, Systems & Processes, San Francisco, CA, USA, Apr 2017).
2016
Talk
Scheffler, Matthias: Patterns, Correlations, and Causality in Big Data of Materials: Analytics for Novel Materials Discovery.
(Workshop on Theoretical Challenges: Simulating Materials out of Equilibrium, Hamburg, Germany, Jun 2016).
Talk
Scheffler, Matthias: Fundamental Concepts of Electron-Phonon Coupling and Heat-Transport Calculations.
(IPAM Reunion Conference on Materials for a Sustainable Energy Future, Lake Arrowhead, CA, USA, Jun 2016).