3 papers
cond-mat.stat-mech2026
Emergent conserved quantities via irreversibility
Alex Blokhuis, Martijn van Kuppeveld, Daan van de Weem +1
Conserved quantities increasingly underpin the inference of physical models. Recently new conserved quantities have been found in this context, that currently lack an interpretatio…
cond-mat.stat-mech2025
On data and dimension in chemistry -- irreversibility, concealment and emergent conservation laws
Alex Blokhuis, Martijn van Kuppeveld, Daan van de Weem +1
Chemical systems are interpreted through the species they contain and the reactions they may undergo, i.e., their chemical reaction network (CRN). In spite of their central importa…
cs.AI2025
Show, Don't Tell: Evaluating Large Language Models Beyond Textual Understanding with ChildPlay
Gonçalo Hora de Carvalho, Oscar Knap, Robert Pollice
We developed a benchmark set to assess the generalization of state-of-the-art large language models on problems beyond linguistic tasks and evaluate it on a systematic progression…