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).

Trunschke, A., G. Bellini, M. Boniface, S. Carey, J. Dong, E. Erdem, L. Foppa, W. Frandsen, M. Geske, L.M. Ghiringhelli, F. Girgsdies, R. Hanna, M. Hashagen, M. Hävecker, G. Huff, A. Knop-Gericke, G. Koch, P. Kraus, J. Kröhnert, P. Kube, S. Lohr, T. Lunkenbein, L. Masliuk, R. Naumann d’Alnoncourt, T. Omojola, C. Pratsch, S. Richter, C. Rohner, F. Rosowski, F. Rüther, M. Scheffler, R. Schlögl, A. Tarasov, D. Teschner, O. Timpe, P. Trunschke, Y. Wang and S. Wrabetz: Towards Experimental Handbooks in Catalysis. Topics in Catalysis 63 (19-20), 1683–1699 (2020).

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

Wouters, C., C.A. Sutton, L.M. Ghiringhelli, T. Markut, R. Schewski, A. Hassa, H. Von Wenckstern, M. Grundmann, M. Scheffler and M. Albrecht: Investigating the ranges of (meta)stable phase formation in (In_xGa_1−x)₂O₃: Impact of the cation coordination. Physical Review Materials 4 (12), 125001 (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).

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).

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).

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

Goldsmith, B., J. Florian, J.-X. Liu, P. Grüne, J.T. Lyon, D.M. Rayner, A. Fielicke, M. Scheffler and L.M. Ghiringhelli: Two-to-three dimensional transition in neutral gold clusters: The crucial role of van der Waals interactions and temperature. Physical Review Materials 3 (1), 016002 (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).

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).

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).

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).

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).

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).

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).

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).

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).

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).