Publications

Gemma De les Coves 10/30/26 Gemma De les Coves 10/30/26

Universal Spin Models are Universal Approximators in Machine Learning

Tobias Reinhart and Gemma De les Coves. Physical Review E, 113, L043301 (2026). arXiv:2507.07669

Gemma De les Coves 7/19/24 Gemma De les Coves 7/19/24

The Structure of Emulations in Classical Spin Models: Modularity and Universality

Tobias Reinhart, Benjamin Engel and Gemma De les Coves. Journal of Mathematical Physics, 67, 073303 (2026). arXiv:2407.13428.

Gemma De les Coves 7/3/23 Gemma De les Coves 7/3/23

A framework for universality in physics, computer science and beyond

Tomáš Gonda, Tobias Reinhart, Sebastian Stengele and Gemma De les Coves. Compositionality 6, No. 3 (2024). arXiv:2307.06851