Recent teaching

Currently supervising

  • M.Sc. Thesis of Jeanine Wippermann:
    Inverse Reinforcement Learning
    M.Sc. Scientific Computing, Heidelberg University
    Supervision: Roland Herzog, Georgia Koppe and Viktor Martinek

Latest publications

  • Viktor Martinek, Julia Reuter, Ophelia Frotscher, Sanaz Mostaghim, Markus Richter and Roland Herzog
    Shape constraints in symbolic regression using penalized least squares, 2024
    bibtex
    @ONLINE{MartinekReuterFrotscherMostaghimRichterHerzog:2024:1,
      AUTHOR = {Martinek, Viktor and Reuter, Julia and Frotscher, Ophelia and Mostaghim, Sanaz and Richter, Markus and Herzog, Roland},
      DATE = {2024-05},
      EPRINT = {2405.20800},
      EPRINTTYPE = {arXiv},
      TITLE = {Shape constraints in symbolic regression using penalized least squares},
    }
  • Julia Reuter, Viktor Martinek, Roland Herzog and Sanaz Mostaghim
    Unit-aware genetic programming for the development of empirical equations, 2024
    bibtex
    @ONLINE{ReuterMartinekHerzogMostaghim:2024:1,
      AUTHOR = {Reuter, Julia and Martinek, Viktor and Herzog, Roland and Mostaghim, Sanaz},
      DATE = {2024-05},
      EPRINT = {2405.18896},
      EPRINTTYPE = {arXiv},
      NOTE = {accepted at the 18th International Conference on Parallel Problem Solving From Nature (PPSN) 2024},
      TITLE = {Unit-aware genetic programming for the development of empirical equations},
    }
  • Viktor Martinek, Ophelia Frotscher, Markus Richter and Roland Herzog
    Introducing thermodynamics-informed symbolic regression -- a tool for thermodynamic equations of state development, 2023
    bibtex
    @ONLINE{MartinekFrotscherRichterHerzog:2023:1,
      AUTHOR = {Martinek, Viktor and Frotscher, Ophelia and Richter, Markus and Herzog, Roland},
      DATE = {2023-09},
      EPRINT = {2309.02805},
      EPRINTTYPE = {arXiv},
      TITLE = {Introducing thermodynamics-informed symbolic regression -- a tool for thermodynamic equations of state development},
    }
  • Ophelia Frotscher, Viktor Martinek, Robin Fingerhut, Xiaoxian Yang, Jadran Vrabec, Roland Herzog and Markus Richter
    Proof of concept for fast equation of state development using an integrated experimental-computational approach
    International Journal of Thermophysics 44(7), 2023
    bibtex
    @ARTICLE{FrotscherMartinekFingerhutYangVrabecHerzogRichter:2023:1,
      AUTHOR = {Frotscher, Ophelia and Martinek, Viktor and Fingerhut, Robin and Yang, Xiaoxian and Vrabec, Jadran and Herzog, Roland and Richter, Markus},
      PUBLISHER = {Springer Science and Business Media LLC},
      DATE = {2023-05},
      DOI = {10.1007/s10765-023-03197-z},
      JOURNALTITLE = {International Journal of Thermophysics},
      NUMBER = {7},
      TITLE = {Proof of concept for fast equation of state development using an integrated experimental-computational approach},
      VOLUME = {44},
    }