M.Sc. Viktor Martinek

PhD Student

Recent teaching

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
    arXiv:2405.20800
    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
    arXiv:2405.18896
    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
    arXiv:2309.02805
    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
    doi:10.1007/s10765-023-03197-z
    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},
}