Publications of Matthias Scheffler

Sutton, C.A., M. Boley, L.M. Ghiringhelli, M. Rupp, J. Vreeken and M. Scheffler: Identifying domains of applicability of machine learning models for materials science. Nature Communications 11, 4428 (2020).

Knoop, F., T. Purcell, M. Scheffler and C. Carbogno: Anharmonicity measure for materials. Physical Review Materials 4 (8), 083809 (2020).

Zacharias, M., M. Scheffler and C. Carbogno: Fully anharmonic nonperturbative theory of vibronically renormalized electronic band structures. Physical Review B 102 (4), 045126 (2020).

Cao, G., R. Ouyang, L.M. Ghiringhelli, M. Scheffler, H. Liu, C. Carbogno and Z. Zhang: Artificial intelligence for high-throughput discovery of topological insulators: The example of alloyed tetradymites. Physical Review Materials 4 (3), 034204 (2020).

Trunschke, A., C. Draxl, R. Schlögl and M. Scheffler: Digitale Katalyse. Jahrbuch / Max-Planck-Gesellschaft 2019, 11659628 (2020).

Shang, H., A. Argondizzo, S. Tan, J. Zhao, P. Rinke, C. Carbogno, M. Scheffler and H. Petek: Electron-phonon coupling in d-electron solids: A temperature-dependent study of rutile TiO₂ by first-principles theory and two-photon photoemission. Physical Review Research 1 (3), 033153 (2019).

Lenz, M.-O., T. Purcell, D. Hicks, S. Curtarolo, M. Scheffler and C. Carbogno: Parametrically constrained geometry relaxations for high-throughput materials science. npj Computational Materials 5, 123 (2019).

Sutton, C.A., L.M. Ghiringhelli, T. Yamamoto, Y. Lysogorskiy, L. Blumenthal, T. Hammerschmidt, J.R. Golebiowski, X. Liu, A. Ziletti and M. Scheffler: Crowd-sourcing materials-science challenges with the NOMAD 2018 Kaggle competition. npj Computational Materials 5, 111 (2019).

Zhou, Y., M. Scheffler and L.M. Ghiringhelli: Determining surface phase diagrams including anharmonic effects. Physical Review B 100 (17), 174106 (2019).

Shen, T., Z. Zhu, I.Y. Zhang and M. Scheffler: Massive-parallel Implementation of the Resolution-of-Identity Coupled-cluster Approaches in the Numeric Atom-centered Orbital Framework for Molecular Systems. Journal of Chemical Theory and Computation 15 (9), 4721–4734 (2019).

Alvermann, A., A. Basermann, H.-J. Bungartz, C. Carbogno, D. Ernst, H. Fehske, Y. Futamura, M. Galgon, G. Hager, S. Huber, T. Huckle, A. Ida, A. Imakura, M. Kawai, S. Köcher, M. Kreutzer, P. Kus, B. Lang, H. Lederer, V. Manin, A. Marek, K. Nakajima, L. Nemec, K. Reuter, M. Rippl, M. Röhrig-Zöllner, T. Sakurai, M. Scheffler, C. Scheurer, F. Shahzad, D. Simoes Brambila, J. Thies and G. Wellein: Benefits from using mixed precision computations in the ELPA-AEO and ESSEX-II eigensolver projects. Japan Journal of Industrial and Applied Mathematics 36 (2), 699–717 (2019).

Kus, P., A. Marek, S.S. Köcher, H.-H. Kowalski, C. Carbogno, C. Scheurer, K. Reuter, M. Scheffler and H. Lederer: Optimizations of the eigensolvers in the ELPA library. Parallel Computing 85, 167–177 (2019).

Draxl, C. and M. Scheffler: The NOMAD Laboratory: From Data Sharing to Artificial Intelligence. JPhys Materials 2 (3), 036001 (2019).

Levchenko, S.V. and M. Scheffler: Compact representation of one-particle wavefunctions and scalar fields obtained from electronic-structure calculations. Computer Physics Communications 237, 42–46 (2019).

Wang, H., S.V. Levchenko, T. Schultz, N. Koch, M. Scheffler and M. Rossi: Modulation of the Work Function by the Atomic Structure of Strong Organic Electron Acceptors on H‐Si(111). Advanced Electronic Materials 5 (5), 1800891 (2019).

Ouyang, R., E. Ahmetcik, C. Carbogno, M. Scheffler and L.M. Ghiringhelli: Simultaneous learning of several materials properties from incomplete databases with multi-task SISSO. JPhys Materials 2 (2), 024002 (2019).

Andersen, M., S.V. Levchenko, M. Scheffler and K. Reuter: Beyond Scaling Relations for the Description of Catalytic Materials. ACS Catalysis 9 (4), 2752–2759 (2019).

Bartel, C.J., C.A. Sutton, B.R. Goldsmith, R. Ouyang, C.B. Musgrave, L.M. Ghiringhelli and M. Scheffler: New tolerance factor to predict the stability of perovskite oxides and halides. Science Advances 5 (2), eaav0693 (2019).

Schewski, R., K. Lion, A. Fiedler, C. Wouters, A. Popp, S.V. Levchenko, T. Schulz, M. Schmidbauer, S. Bin Anooz, R. Grüneberg, Z. Galazka, G. Wagner, K. Irmscher, M. Scheffler, C. Draxl and M. Albrecht: Step-flow growth in homoepitaxy of β-Ga₂O₃ (100)-The influence of the miscut direction and faceting. APL Materials 7 (2), 022515 (2019).

Zhang, I.Y., A.J. Logsdail, X. Ren, S.V. Levchenko, L.M. Ghiringhelli and M. 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. New Journal of Physics 21 (1), 013025 (2019).