Citing this work

Symbolic Regression with reinforcement learning & dimensional analysis

@ARTICLE{PhySO_RL_DA,
       author = {{Tenachi}, Wassim and {Ibata}, Rodrigo and {Diakogiannis}, Foivos I.},
        title = "{Deep Symbolic Regression for Physics Guided by Units Constraints: Toward the Automated Discovery of Physical Laws}",
      journal = {ApJ},
         year = 2023,
        month = dec,
       volume = {959},
       number = {2},
          eid = {99},
        pages = {99},
          doi = {10.3847/1538-4357/ad014c},
archivePrefix = {arXiv},
       eprint = {2303.03192},
 primaryClass = {astro-ph.IM},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2023ApJ...959...99T},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

Class Symbolic Regression

@ARTICLE{PhySO_ClassSR,
       author = {{Tenachi}, Wassim and {Ibata}, Rodrigo and {Fran{\c{c}}ois}, Thibaut L. and {Diakogiannis}, Foivos I.},
        title = "{Class Symbolic Regression: Gotta Fit 'Em All}",
      journal = {The Astrophysical Journal Letters},
         year = {2024},
        month = {jul},
       volume = {969},
       number = {2},
          eid = {arXiv:2312.01816},
        pages = {L26},
          doi = {10.3847/2041-8213/ad5970},
archivePrefix = {arXiv},
       eprint = {2312.01816},
 primaryClass = {cs.LG},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2023arXiv231201816T},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}