The NOMAD Laboratory

Novel Materials Discovery at the FHI of the Max-Planck-Gesellschaft
and IRIS-Adlershof of the Humboldt-Universit├Ąt zu Berlin


2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000 1999 1998 1997 1996 1995 1994 1993 1992 1991 1990 Before1990



  1. K.S. Amin , X. Hu, D.R. Salahub, C. Baldauf, C. Lim and S. Noskov,
    Benchmarking polarizable and non-polarizable force fields for Ca2+–peptides against a comprehensive QM dataset. The Journal of Chemical Physics 153 (14), 144102 (2020); https://doi.org/10.1063/5.0020768
    Reprint download: pdf
  2. C.J. Bartel, J.M. Clary, C. Sutton, D. Vigil-Fowler, B.R. Goldsmith, A.M. Holder, and C.B. Musgrave,
    Inorganic Halide Double Perovskites with Optoelectronic Properties Modulated by Sublattice Mixing. J. Am. Chem. Soc. 142, 5135-5145 (2020); https://doi.org/10.1021/jacs.9b12440
    Reprint download: pdf
  3. H.-J. Bungartz, C. Carbogno, M. Galgon, T. Huckle, S. Köcher, H.-H. Kowalski, P. Kus, B. Lang, H. Lederer, V. Manin, A. Marek, K. Reuter, M. Rippl, M. Scheffler, and C. Scheurer,
    ELPA: A parallel solver for the generalized eigenvalue problem. In Parallel Computing: Technology Trends (pp. 647-668). Amsterdam: IOS Press. (2020); https//doi.org/10.3233/APC200095
    Preprint download: pdf
  4. G. Cao, 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. Phys. Rev. Mater. 4, 034204 (2020); https://doi.org/10.1103/PhysRevMaterials.4.034204
    Reprint download: pdf, Arxiv
  5. C. Draxl and M. Scheffler,
    Big-Data-Driven Materials Science and its FAIR Data Infrastructure. Plenary Chapter in Handbook of Materials Modeling (eds. S. Yip and W. Andreoni), Springer (2020); https://doi.org/10.1007/978-3-319-42913-7_104-1
    Reprint download: (password: Fritz-Haber): pdf1 or from Springer.com: pdf2
  6. A. Dutta, J. Vreeken, L. M. Ghiringhelli, and T. Bereau,
    Data-driven equation for drug-membrane permeability across drugs and membranes. J. Chem. Phys. 154, 244114 (2021); https://doi.org/10.1063/5.0053931
    Reprint download: pdf
  7. Q. Fu, F. Wu, B. Wang, Y. Bu and C. Draxl,
    Spatial Confinement as an Effective Strategy for Improving the Catalytic Selectivity in Acetylene Hydrogenation. ACS Applied Materials and Interfaces 12 (35), 39352 (2020); https://doi.org/10.1021/acsami.0c12437
    Reprint download: pdf
  8. C. Helbig, A.M. Bradshaw, A. Thorenz and A. Tuma,
    Supply Risk Considerations for the Elements in Nickel-Based Superalloys. Resources 9 (9), 106 (2020); https://doi.org/10.3390/resources9090106
    Reprint download: pdf
  9. M. Jacobs, J. Krumland, A.M. Valencia, H. Wang, M. Rossi and C. Cocchi,
    Ultrafast charge transfer and vibronic coupling in a laser-excited hybrid inorganic/organic interface. Advances in Physics: X 5 (1), 1749883 (2020); https://doi.org/10.1080/23746149.2020.1749883
    Reprint download: pdf
  10. S.M. Janke, M. Rossi, S.V. Levchenko, S. Kokott, M. Scheffler, and V. Blum,
    Pentacene and Tetracene Molecules and Films on H/Si(111): Level Alignment from Hybrid Density Functional Theory. Accepted in Electron. Struct. (June 11, 2020); https://doi.org/10.1088/2516-1075/ab9bb5
    Preprint download: pdf
  11. F. Knoop, T.A.R. Purcell, M. Scheffler, and C. Carbogno,
    Anharmonicity Measure for Materials. Phys. Rev. Materials 4, 083809 (2020); https://doi.org/10.1103/PhysRevMaterials.4.083809
    Reprint download: pdf, Arxiv
  12. F. Knoop, T.A.R. Purcell, M. Scheffler, and C. Carbogno,
    FHI-vibes: Ab Initio Vibrational Simulations. J. Open Source Softw. 52, 2601 (2020); https://doi.org/10.21105/joss.02671
    Reprint download: pdf
  13. S. Kokott, I. Hurtado, C. Vorwerk, C. Draxl, V. Blum, and M. Scheffler,
    GIMS: Graphical Interface for Materials Simulations. J. Open Source Softw. 6 (57), 2767 (2021); https://doi.org/10.21105/joss.02767
    Reprint download: pdf
  14. M.F. Langer, A. Goeßmann, and M. Rupp,
    Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning. npj Computational Materials 8 (41), (2022).
    Reprint download: pdf, DOI: https://doi.org/10.1038/s41524-022-00721-x
  15. M.Li, Y. Luo, X. Hu, G. Cai, Z.-K. Han, Z. Du and J. Cui,
    Synergistic Regulation of Phonon and Electronic Properties to Improve the Thermoelectric Performance of Chalcogenide CuIn1−xGaxTe2:yInTe (x = 0–0.3) with In Situ Formed Nanoscale Phase InTe. Advanced Electronic Materials 6 (2), 1901141 (2020); https://doi.org/10.1002/aelm.201901141
    Reprint download: pdf
  16. Y. Litman and M. Rossi,
    Multidimensional Hydrogen Tunneling in Supported Molecular Switches: The Role of Surface Interactions. Physical Review Letters 125 (21), 216001 (2020) https://doi.org/10.1002/aelm.201901141
    Reprint download: pdf
  17. Y. Litman, J. Behler and M. Rossi,
    Temperature dependence of the vibrational spectrum of porphycene: a qualitative failure of classical-nuclei molecular dynamics. Faraday Discussions 221, 526–546 (2020); https://doi.org/10.1039/c9fd00056a
    Reprint download: pdf
  18. A. Mazheika, Y. Wang, R. Valero, L.M. Ghiringhelli, F. Viñes, F. Illas, S. V. Levchenko, and M. Scheffler,
    Artificial-intelligence-driven discovery of catalyst genes with application to CO2 activation on semiconductor oxides. Nat. Commun.13, 419 (2022); https://doi.org/10.1038/s41467-022-28042-z
    Reprint download: pdf
  19. M.J.T. Oliveira, N. Papior, Y. Pouillon, V. Blum, E. Artacho, D. Caliste, F. Corsetti, S. de Gironcoli, A.M. Elena, A. Garcia, V.M. Garcia-Suarez, L. Genovese, W.P. Huhn, G. Huhs, S. Kokott, E. Kucukbenli, A.H. Larsen, A. Lazzaro, I.V. Lebedeva, Y. Li, D. Lopez-Duran, P. Lopez-Tarifa, M. Lüders, M.A.L. Marques, J. Minar, S. Mohr, A.A. Mostofi, A. O’Cais, M.C. Payne, T. Ruh, D.G.A. Smith, J.M. Soler, D.A. Strubbe, N. Tancogne-Dejean, D. Tildesley, M. Torrent and V.W. Yu,
    The CECAM electronic structure library and the modular software development paradigm. The Journal of Chemical Physics 153 (2), 024117 (2020); https://doi.org/10.1063/5.0012901
    Reprint download: pdf
  20. X. Ren, F. Merz, H. Jiang, Y. Yao, M. Rampp, H. Lederer, V. Blum, and M. Scheffler,
    All-electron periodic G0W0 implementation with numerical atomic orbital basis functions: algorithm and benchmarks. Phys. Rev. Materials 5, 013807 (2021); https://doi.org/10.1103/PhysRevMaterials.5.013807
    Reprint download: pdf
  21. H.E.Sauceda, S. Chmiela, I. Poltavsky, K.-R. Müller and A. Tkatchenko,
    Construction of Machine Learned Force Fields with Quantum Chemical Accuracy: Applications and Chemical Insights. In: Machine Learning Meets Quantum Physics. (Eds.): K.T. Schütt, S. Chmiela, O.A. von Lilienfeld, A. Tkatchenko, K. Tsuda, and K.-R. Müller. (Lecture Notes in Physics, Vol. 968). Springer, Cham, 277–307 (2020). ISBN 978-3-030-40245-7; https://doi.org/10.1007/978-3-030-40245-7_14
    Reprint download: pdf
  22. H. Seiler, M. Krynski, D. Zahn, Y.W. Windsor, T. Vasileiadis, H. Sebastian, J. Pflaum, M. Rossi, R. Ernstorfer and H. Schwoerer,
    Probing atomic motions accompanying singlet exciton fission in pentacene. In: Proceedings The 22nd International Conference on Ultrafast Phenomena 2020. OSA, Washington, D.C., Th2A.5 (2020). ISBN 978-1-943580-83-5; https://doi.org/10.1364/UP.2020.Th2A.5
    Reprint download: pdf
  23. C. Sutton, M. Boley, L.M. Ghiringhelli, M. Rupp, J. Vreeken, and M. Scheffler,
    Identifying domains of applicability of machine learning models for materials science. Nat. Commun. 11, 4428 (2020); https://doi.org/10.26434/chemrxiv.9778670.v2
    Reprint download: pdf
  24. A. Trunschke, C. Draxl, R. Schlögl and M. Scheffler,
    Digitale Katalyse. Jahrbuch Jahrbuch / Max-Planck-Gesellschaft 2019 , 11659628 (2020).
    Reprint download: mpg.de
  25. A. Trunschke, G. Bellini, M. Boniface, S. J. 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, Ch. 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, 1683 (2020); https://doi.org/10.1007/s11244-020-01380-2
    Reprint download: pdf
  26. H. Wang, 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). Adv. Mater.5, 1800891 (2019); https://doi.org/10.1002/aelm.201800891
    Reprint download: pdf
  27. C. Wouters, C. Sutton, L. M. Ghiringhelli, T. Markurt, R. Schewski, A. Hassa, H. von Wenckstern, M. Grundmann, M. Scheffler, and M. Albrecht,
    Investigating the ranges of (meta)stable phase formation in (InxGa1-x)2O3: Impact of the cation coordination. Phys. Rev. Materials 4, 125001 (2020); https://doi.org/10.1103/PhysRevMaterials.4.125001
    Reprint download: pdf,
  28. M. Zacharias, M. Scheffler, and C. Carbogno,
    Fully Anharmonic, Non-Perturbative Theory of Vibronically Renormalized Electronic Band Structures. Phys. Rev. B 102, 045126 (2020); https://doi.org/10.1103/PhysRevB.102.045126
    Reprint download: pdf
  29. J. Zhong, Z.-K. Han, K. Werner, X. Li, Y. Gao, S.K. Shaikhutdinov and H.-J. Freund,
    Water‐Assisted Homolytic Dissociation of Propyne on a Reduced Ceria Surface. Angewandte Chemie International Edition 59 , 6150 (2020); https://doi.org/10.1002/anie.201914271
    Reprint download: pdf
  30. Y. Litman,
    Tunneling and Zero-Point Energy Effects in Multidimensional Hydrogen Transfer Reactions: From Gas Phase to Adsorption on Metal Surfaces. FU Berlin, 2020; http://dx.doi.org/10.17169/refubium-27639
    Reprint download: pdf
  31. Y. Zhou,
    Surface Phase Diagrams Including Anharmonic Effects via a Replica-Exchange Grand-Canonical Method. TU Berlin, 2020; https://doi.org/10.14279/depositonce-10615
    Reprint download: pdf

Ph.D. Thesis

  1. Y. Litman,
    Tunneling and Zero-Point Energy Effects in Multidimensional Hydrogen Transfer Reactions: From Gas Phase to Adsorption on Metal Surfaces. FU Berlin, 2020; http://dx.doi.org/10.17169/refubium-27639
    Reprint download: pdf
  2. Y. Zhou,
    Surface Phase Diagrams Including Anharmonic Effects via a Replica-Exchange Grand-Canonical Method. TU Berlin, 2020; https://doi.org/10.14279/depositonce-10615
    Reprint download: pdf

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