Publications of Matthias Scheffler

Journal Article (599)

2020
Journal Article
Sutton, Christopher A., Mario Boley, Luca M. Ghiringhelli, Matthias Rupp, Jilles Vreeken and Matthias Scheffler: Identifying domains of applicability of machine learning models for materials science.
Journal Article
Journal Article
Wouters, C., Christopher A. Sutton, Luca M. Ghiringhelli, T. Markut, R. Schewski, A. Hassa, H. Von Wenckstern, M. Grundmann, Matthias Scheffler and M. Albrecht: Investigating the ranges of (meta)stable phase formation in (InxGa1−x)2O3: Impact of the cation coordination.
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Zacharias, Marios, Matthias Scheffler and Christian Carbogno: Fully anharmonic nonperturbative theory of vibronically renormalized electronic band structures.
2019
Journal Article
Alvermann, Andreas, Achim Basermann, Hans-Joachim Bungartz, Christian Carbogno, Dominik Ernst, Holger Fehske, Yasunori Futamura, Martin Galgon, Georg Hager, Sarah Huber, Thomas Huckle, Akihiro Ida, Akira Imakura, Masatoshi Kawai, Simone Köcher, Moritz Kreutzer, Pavel Kus, Bruno Lang, Hermann Lederer, Valeriy Manin, Andreas Marek, Kengo Nakajima, Lydia Nemec, Karsten Reuter, Michael Rippl, Melven Röhrig-Zöllner, Tetsuya Sakurai, Matthias Scheffler, Christoph Scheurer, Faisal Shahzad, Danilo Simoes Brambila, Jonas Thies and Gerhard Wellein: Benefits from using mixed precision computations in the ELPA-AEO and ESSEX-II eigensolver projects.
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Andersen, Mie, Sergey V. Levchenko, Matthias Scheffler and Karsten Reuter: Beyond Scaling Relations for the Description of Catalytic Materials.
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Bartel, Christopher J., Christopher A. Sutton, Bryan R. Goldsmith, Runhai Ouyang, Charles B. Musgrave, Luca M. Ghiringhelli and Matthias Scheffler: New tolerance factor to predict the stability of perovskite oxides and halides.
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Draxl, Claudia and Matthias Scheffler: The NOMAD Laboratory: From Data Sharing to Artificial Intelligence.
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Goldsmith, Bryan, Jacob Florian, Jin-Xun Liu, Philipp Grüne, Jonathan T. Lyon, David M. Rayner, André Fielicke, Matthias Scheffler and Luca M. Ghiringhelli: Two-to-three dimensional transition in neutral gold clusters: The crucial role of van der Waals interactions and temperature.
Journal Article
Kus, P., A. Marek, S.S. Köcher, Hagen-Henrik Kowalski, Christian Carbogno, Ch. Scheurer, Karsten Reuter, Matthias Scheffler and H. Lederer: Optimizations of the eigensolvers in the ELPA library.
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Lenz, Maja-Olivia, Thomas Purcell, David Hicks, Stefano Curtarolo, Matthias Scheffler and Christian Carbogno: Parametrically constrained geometry relaxations for high-throughput materials science.
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Levchenko, Sergey V. and Matthias Scheffler: Compact representation of one-particle wavefunctions and scalar fields obtained from electronic-structure calculations.
Journal Article
Ouyang, Runhai, Emre Ahmetcik, Christian Carbogno, Matthias Scheffler and Luca M. Ghiringhelli: Simultaneous learning of several materials properties from incomplete databases with multi-task SISSO.
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Schewski, R., K. Lion, A. Fiedler, C. Wouters, A. Popp, Sergey V. Levchenko, T. Schulz, M. Schmidbauer, S. Bin Anooz, R. Grüneberg, Z. Galazka, G. Wagner, K. Irmscher, Matthias Scheffler, C. Draxl and M. Albrecht: Step-flow growth in homoepitaxy of β-Ga2O3 (100)-The influence of the miscut direction and faceting.
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Shang, Honghui, Adam Argondizzo, Shijing Tan, Jin Zhao, Patrick Rinke, Christian Carbogno, Matthias Scheffler and Hrvoje Petek: Electron-phonon coupling in d-electron solids: A temperature-dependent study of rutile TiO2 by first-principles theory and two-photon photoemission.
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Shen, Tonghao, Zhenyu Zhu, Igor Ying Zhang and Matthias Scheffler: Massive-parallel Implementation of the Resolution-of-Identity Coupled-cluster Approaches in the Numeric Atom-centered Orbital Framework for Molecular Systems.
Journal Article
Sutton, Christopher A., Luca M. Ghiringhelli, Takenori Yamamoto, Yury Lysogorskiy, Lars Blumenthal, Thomas Hammerschmidt, Jacek R. Golebiowski, Xiangyue Liu, Angelo Ziletti and Matthias Scheffler: Crowd-sourcing materials-science challenges with the NOMAD 2018 Kaggle competition.
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Wang, Haiyuan, Sergey V. Levchenko, Thorsten Schultz, Norbert Koch, Matthias Scheffler and Mariana Rossi: Modulation of the Work Function by the Atomic Structure of Strong Organic Electron Acceptors on H‐Si(111).
Journal Article
Zhang, Igor Ying, Andrew J. Logsdail, Xinguo Ren, Sergey V. Levchenko, Luca M. Ghiringhelli and Matthias Scheffler: Main-group test set for materials science and engineering with user-friendly graphical tools for error analysis: Systematic benchmark of the numerical and intrinsic errors in state-of-the-art electronic-structure approximations.
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