Publications of Claudia Draxl

Journal Article (13)

2022
Journal Article
Aggoune, W., A. Eljarrat, D. Nabok, K. Irmscher, M. Zupancic, Z. Galazka, M. Albrecht, C. Koch and C. Draxl: A consistent picture of excitations in cubic BaSnO3 revealed by combining theory and experiment. Communications Materials 3, 12 (2022).
Journal Article
Carbogno, C., K.S. Thygesen, B. Bieniek, C. Draxl, L.M. Ghiringhelli, A. Gulans, O.T. Hofmann, K.W. Jacobsen, S. Lubeck, J.J. Mortensen, M. Strange, E. Wruss and M. Scheffler: Numerical quality control for DFT-based materials databases. npj Computational Materials 8, 69 (2022).
Journal Article
Hoock, B., S. Rigamonti and C. Draxl: Advancing descriptor search in materials science: feature engineering and selection strategies. New Journal of Physics 24 (11), 113049 (2022).
Journal Article
Scheffler, M., M. Aeschlimann, M. Albrecht, T. Bereau, H.-J. Bungartz, C. Felser, M. Greiner, A. Groß, C.T. Koch, K. Kremer, W.E. Nagel, M. Scheidgen, C. Wöll and C. Draxl: FAIR data enabling new horizons for materials research. Nature 604 (7907), 635–642 (2022).
Journal Article
Teale, A.M., T. Helgaker, A. Savin, C. Adamo, B. Aradi, A.V. Arbuznikov, P.W. Ayers, E.J. Baerends, V. Barone, P. Calaminici, E. Cancès, E.A. Carter, P.K. Chattaraj, H. Chermette, I. Ciofini, T.D. Crawford, F.D. Proft, J.F. Dobson, C. Draxl, T. Frauenheim, E. Fromager, P. Fuentealba, L. Gagliardi, G. Galli, J. Gao, P. Geerlings, N. Gidopoulos, P.M.W. Gill, P. Gori-Giorgi, A. Görling, T. Gould, S. Grimme, O. Gritsenko, H.J.A. Jensen, E.R. Johnson, R.O. Jones, M. Kaupp, A.M. Köster, L. Kronik, A.I. Krylov, S. Kvaal, A. Laestadius, M. Levy, M. Lewin, S. Liu, P.-F. Loos, N.T. Maitra, F. Neese, J.P. Perdew, K. Pernal, P. Pernot, P. Piecuch, E. Rebolini, L. Reining, P. Romaniello, A. Ruzsinszky, D.R. Salahub, M. Scheffler, P. Schwerdtfeger, V.N. Staroverov, J. Sun, E. Tellgren, D.J. Tozer, S.B. Trickey, C.A. Ullrich, A. Vela, G. Vignale, T.A. Wesolowski, X. Xu and W. Yang: DFT exchange: sharing perspectives on the workhorse of quantum chemistry and materials science. Physical Chemistry Chemical Physics 24 (47), 28700–28781 (2022).
2021
Journal Article
Schmidt-Mende, L., V. Dyakonov, S. Olthof, F. Ünlü, K.M.T. Lê, S. Mathur, A.D. Karabanov, D.C. Lupascu, L.M. Herz, A. Hinderhofer, F. Schreiber, A. Chernikov, D.A. Egger, O. Shargaieva, C. Cocchi, E. Unger, M. Saliba, M.M. Byranvand, M. Kroll, F. Nehm, K. Leo, A. Redinger, J. Höcker, T. Kirchartz, J. Warby, E. Gutierrez-Partida, D. Neher, M. Stolterfoht, U. Würfel, M. Unmüssig, J. Herterich, C. Baretzky, J. Mohanraj, M. Thelakkat, C. Maheu, W. Jaegermann, T. Mayer, J. Rieger, T. Fauster, D. Niesner, F. Yang, S. Albrecht, T. Riedl, A. Fakharuddin, M. Vasilopoulou, Y. Vaynzof, D. Moia, J. Maier, M. Franckevičius, V. Gulbinas, R.A. Kerner, L. Zhao, B.P. Rand, N. Glück, T. Bein, F. Matteocci, L.A. Castriotta, A.D. Carlo, M. Scheffler and C. Draxl: Roadmap on organic–inorganic hybrid perovskite semiconductors and devices. APL Materials 9 (10), 109202 (2021).
2020
Journal Article
Fu, Q., 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), 39352–39361 (2020).
Journal Article
Trunschke, A., C. Draxl, R. Schlögl and M. Scheffler: Digitale Katalyse. Jahrbuch / Max-Planck-Gesellschaft 2019, 11659628 (2020).
2019
Journal Article
Draxl, C.: Artificial intelligence in materials science - hype or revolution? SPG Mitteilungen 59, 23–23 (2019).
Journal Article
Draxl, C. and M. Scheffler: The NOMAD Laboratory: From Data Sharing to Artificial Intelligence. JPhys Materials 2 (3), 036001 (2019).
2018
Journal Article
Draxl, C. and M. Scheffler: NOMAD: The FAIR concept for big data-driven materials science. MRS Bulletin 43 (9), 676–682 (2018).
Journal Article
Scheffler, M. and C. Draxl: Ein FAIRes Datenkonzept der von Big Data gesteuerten Materialwissenschaften. Jahrbuch / Max-Planck-Gesellschaft 12090594 (2018).
2017
Journal Article
Troppenz, M., S. Rigamonti and C. Draxl: Predicting Ground-State Configurations and Electronic Properties of the Thermoelectric Clathrates Ba8AlxSi46–x and Sr8AlxSi46–x. Chemistry of Materials 29 (6), 2414–2424 (2017).

Book Chapter (2)

2021
Book Chapter
Draxl, C., M. Scheidgen, T. Zastrow, R. Ritz, H. Lederer, S. Heinzel and M. Scheffler: The NOMAD Laboratory. In: High-Performance Computing and Data Science in the Max Planck Society. Max Planck Computing and Data Facility, Garching, 50–51 (2021).
2020
Book Chapter
Draxl, C. and M. Scheffler: Big-Data-Driven Materials Science and its FAIR Data Infrastructure. In: Handbook of Materials Modeling. (Eds.): W. Andreoni and S. Yip. Springer, Cham, 49–73 (2020).

Talk (116)

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