Recent teaching
-
2024 SSMathematical Machine Learning (Seminar)
Currently supervising
-
M.Sc. Thesis of
Inverse Reinforcement LearningM.Sc. Scientific Computing, Heidelberg UniversitySupervision: Roland Herzog, Georgia Koppe and Viktor Martinek
Latest publications
-
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}, }
-
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}, }
-
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}, }
-
Proof of concept for fast equation of state development using an integrated experimental-computational approachInternational 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}, }