Author

F. Villaescusa-Navarro

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#artificial intelligence Preprint Sep 2026

EurekaBench: Measuring Agentic Ability to Discover New Scientific Insights

When Isaac Newton discovered the law of gravitation, he did so through an iterative process of analyzing observed data such as planetary patterns, finding the underlying mechanisms by describing patterns in mathematical equations, and refining his theory against the Moon's orbit, revealing the startling insight that th...

Jia-Yi Geng, Zhengxuan Wu, Kevin S. Chen et al. · 0 citations

#machine learning Review Sep 2026

Inductive Biases in Field-Level Cosmological Inference from Galaxy Catalogs

Results indicate that peculiar velocities provide the dominant source of $\Omega_m$ information for set-based models in this setting, while spatial information is most effectively used by architectures that explicitly encode galaxy-galaxy relations.

James O. Baldwin, S. Genel, F. Villaescusa-Navarro · 0 citations