Science-Gym: A Simple Testbed for AI-Driven Scientific Discovery

Mattia Cerrato, Lennart Baur, Jannis Brugger, Sajjad Shumaly, Nicholas Schmitt, Edward Finkelstein, Selina Jukic, Lars Münzel, Felix Peter Paul, Pascal Pfannes, Benedikt Rohr, Julius Schellenberg, Philipp Wolf, Stefan Kramer

MLJ 2026 pp. 16

doi:10.1007/S10994-025-06914-X /mlj/2026/cerrato2026mlj-sciencegym/

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Cite

Text

Cerrato et al. "Science-Gym: A Simple Testbed for AI-Driven Scientific Discovery." Machine Learning, 2026. doi:10.1007/S10994-025-06914-X

Markdown

[Cerrato et al. "Science-Gym: A Simple Testbed for AI-Driven Scientific Discovery." Machine Learning, 2026.](https://mlanthology.org/mlj/2026/cerrato2026mlj-sciencegym/) doi:10.1007/S10994-025-06914-X

BibTeX

@article{cerrato2026mlj-sciencegym,
  title     = {{Science-Gym: A Simple Testbed for AI-Driven Scientific Discovery}},
  author    = {Cerrato, Mattia and Baur, Lennart and Brugger, Jannis and Shumaly, Sajjad and Schmitt, Nicholas and Finkelstein, Edward and Jukic, Selina and Münzel, Lars and Paul, Felix Peter and Pfannes, Pascal and Rohr, Benedikt and Schellenberg, Julius and Wolf, Philipp and Kramer, Stefan},
  journal   = {Machine Learning},
  year      = {2026},
  pages     = {16},
  doi       = {10.1007/S10994-025-06914-X},
  volume    = {115},
  url       = {https://mlanthology.org/mlj/2026/cerrato2026mlj-sciencegym/}
}