Publications of Christopher A. Sutton

Journal Article (8)

2022
Journal Article
L. Foppa, C.A. Sutton, L.M. Ghiringhelli, S. De, P. Löser, S.A. Schunk, A. Schäfer and M. Scheffler: Learning Design Rules for Selective Oxidation Catalysts from High-Throughput Experimentation and Artificial Intelligence. ACS Catalysis 12 (4), 2233–2232 (2022).
2020
Journal Article
C. Wouters, 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 (InxGa1−x)2O3: Impact of the cation coordination. Physical Review Materials 4 (12), 125001 (2020).
Journal Article
C.A. Sutton, 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).
Journal Article
C.J. Bartel, J.M. Clary, C.A. 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. Journal of the American Chemical Society 142 (11), 5135–5145 (2020).
2019
Journal Article
C.A. Sutton, L.M. Ghiringhelli, T. Yamamoto, Y. Lysogorskiy, L. Blumenthal, T. Hammerschmidt, J.R. Golebiowski, X.-Y. Liu, A. Ziletti and M. Scheffler: Crowd-sourcing materials-science challenges with the NOMAD 2018 Kaggle competition. npj Computational Materials 5, 111 (2019).
Journal Article
C.J. Bartel, 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).
2018
Journal Article
B.R. Goldsmith, J. Esterhuizen, J.X. Liu, C.J. Bartel and C.A. Sutton: Machine learning for heterogeneous catalyst design and discovery. AIChE-Journal 64 (7), 2311–2323 (2018).
2017
Journal Article
C.A. Sutton, N.R. Tummala, D. Beljonne and Brédas Jean-Luc: Singlet Fission in Rubrene Derivatives: Impact of Molecular Packing. Chemistry of Materials 29 (7), 2777–2787 (2017).

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