Symbolic machine learning for physics and astrophysics

• The milky way total mass profile as inferred from Gaia DR2

  2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  337

  citations
• Photo-astrometric distances, extinctions, and astrophysical parameters for Gaia EDR3 stars brighter than G = 18.5

  2021 Astronomy and Astrophysics article Physics and Astronomy Stellar, planetary, and galactic studies Open access

  240

  citations
• Improving Model-Based Genetic Programming for Symbolic Regression of Small Expressions

  2020 Evolutionary Computation article Computer Science Evolutionary Algorithms and Applications Open access

  125

  citations
• The Milky Way’s plane of satellites is consistent with ΛCDM

  2022 Nature Astronomy article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  51

  citations
• Automated mathematics and the reconfiguration of proof and labor

  2024 Bulletin of the American Mathematical Society article Mathematics History and Theory of Mathematics Open access

  6

  citations
• Function Class Learning with Genetic Programming: Towards Explainable Meta Learning for Tumor Growth Functionals

  2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  2

  citations

6 results