Publications: Materials Informatics

Recent:
  • Materials Informatics for Dark Matter Detection
    R. Matthias Geilhufe, Bart Olsthoorn, Alfredo Ferella, Timo Koski, Felix Kahlhoefer, Jan Conrad, Alexander V. Balatsky
    Physica Status Solidi Rapid Research Letters, volume 12, issue 11, Special issue: Focus on functional Dirac Materials
    1806.06040
  • Band gap prediction for large organic crystal structures with machine learning
    Bart Olsthoorn, R. Matthias Geilhufe, Stanislav S. Borysov, Alexander V. Balatsky
    arXiv:1810.12814
  • Online Search Tool for Graphical Patterns in Electronic Band Structures
    Stanislav S. Borysov, Bart Olsthoorn, M. Berk Gedik, R. Matthias Geilhufe, Alexander V. Balatsky
    Npj Computational Materials 4, 46 (2018)
    arXiv:1710.11611
    • All:
    1. Materials Informatics for Dark Matter Detection
      R. Matthias Geilhufe, Bart Olsthoorn, Alfredo Ferella, Timo Koski, Felix Kahlhoefer, Jan Conrad, Alexander V. Balatsky
      Physica Status Solidi Rapid Research Letters, volume 12, issue 11,
      Special issue: Focus on functional Dirac Materials
      1806.06040
    2. Band gap prediction for large organic crystal structures with machine learning
      Bart Olsthoorn, R. Matthias Geilhufe, Stanislav S. Borysov, Alexander V. Balatsky
      arXiv:1810.12814
    3. Online Search Tool for Graphical Patterns in Electronic Band Structures
      Stanislav S. Borysov, Bart Olsthoorn, M. Berk Gedik, R. Matthias Geilhufe, Alexander V. Balatsky
      Npj Computational Materials 4, 46 (2018)
      arXiv:1710.11611
    4. Towards novel organic high-Tc superconductors: Data mining using density of states similarity search
      R. Matthias Geilhufe, Stanislav S. Borysov, Dmytro Kalpakchi, and Alexander V. Balatsky
      Phys. Rev. Materials 2, 024802 (2018)
      arXiv:1709.03151
    5. Structural and electronic properties of α,β-(BEDT-TTF)2I3 and κ-(BEDT-TTF)2X3 (X=I,F,Br,Cl) organic charge transfer salts
      Benjamin Commeau, R. Matthias Geilhufe, Gayanath W. Fernando, Alexander V. Balatsky
      Phys. Rev. B 96, 125135 (2017)
      arXiv:1705.10772
    6. Combining electronic structure and many-body theory with large data-bases: a method for predicting the nature of 4f states in Ce compounds
      Heike. C. Herper, Towfiq. Ahmed, John. M. Wills, Igor Di Marco, T. Björkman, Diana Iuşan, Alexander. V. Balatsky, Olle Eriksson
      Phys. Rev. Materials 1, 033802 (2017)
      arXiv:1705.10674
    7. Data Mining for Three-Dimensional Organic Dirac Materials: Focus on Space Group 19
      R. Matthias Geilhufe, Stanislav S. Borysov, Adrien Bouhon, Alexander V. Balatsky
      Sci. Rep. 7(1), 7298 (2017)
      arXiv:1611.04316
    8. Organic materials database: An open-access online database for data mining
      Stanislav S. Borysov, R. Matthias Geilhufe, Alexander V. Balatsky
      PLOS ONE 12(2): e0171501 (2017)
    9. Three-dimensional organic Dirac-line materials due to nonsymmorphic symmetry: A data mining approach
      R. Matthias Geilhufe, Adrien Bouhon, Stanislav S. Borysov, and Alexander V. Balatsky
      Phys. Rev. B 95, 041103(R) (2017)
      arXiv:1610.07815