Publications of Matthias Scheffler
All genres
Journal Article (599)
2020
Journal Article
Sutton, Christopher A., , Luca M. Ghiringhelli, Matthias Rupp, and Matthias Scheffler: Identifying domains of applicability of machine learning models for materials science.
Journal Article
Trunschke, Annette, Giulia Bellini, Maxime Boniface, Spencer Carey, Jinhu Dong, Ezgi Erdem, Lucas Foppa, Wiebke Frandsen, , Luca M. Ghiringhelli, Frank Girgsdies, Rania Hanna, Maike Hashagen, Michael Hävecker, Gregory Huff, Axel Knop-Gericke, Gregor Koch, Peter Kraus, Jutta Kröhnert, Pierre Kube, , Thomas Lunkenbein, Liudmyla Masliuk, , Toyin Omojola, Christoph Pratsch, Sven Richter, Christian Rohner, , , Matthias Scheffler, Robert Schlögl, Andrey Tarasov, Detre Teschner, Olaf Timpe, , Yuanqing Wang and Sabine Wrabetz: Towards Experimental Handbooks in Catalysis.
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Trunschke, Annette, Claudia Draxl, Robert Schlögl and Matthias Scheffler: Digitale Katalyse.
Journal Article
Christopher A. Sutton, Luca M. Ghiringhelli, , , , , , Matthias Scheffler and : , 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
Christian Carbogno, , , , , , , , , , , , , , , , , , , , Karsten Reuter, , , , Matthias Scheffler, , , Danilo Simoes Brambila, and : , , , Benefits from using mixed precision computations in the ELPA-AEO and ESSEX-II eigensolver projects.
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Sergey V. Levchenko, Matthias Scheffler and Karsten Reuter: , Beyond Scaling Relations for the Description of Catalytic Materials.
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Christopher A. Sutton, , Runhai Ouyang, , 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.
Journal Article
Goldsmith, Bryan, , , Philipp Grüne, Jonathan T. Lyon, , 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.
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Hagen-Henrik Kowalski, Christian Carbogno, , Karsten Reuter, Matthias Scheffler and : , , , Optimizations of the eigensolvers in the ELPA library.
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Lenz, Maja-Olivia, Thomas Purcell, , , 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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Sergey V. Levchenko, , , , , , , , Matthias Scheffler, and : , , , , , Step-flow growth in homoepitaxy of β-Ga2O3 (100)-The influence of the miscut direction and faceting.
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Shang, Honghui, , , , , Christian Carbogno, Matthias Scheffler and : 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, , 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.
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Sutton, Christopher A., Luca M. Ghiringhelli, , , , , , 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, , , 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, , , 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.