3 papers
physics.chem-ph2026
Causality in Liquid Water as a Hallmark of Emergent Glassy Dynamics
Leon Huet, Vittorio Del Tatto, Debarshi Banerjee +2
In molecular liquids such as water, time-delayed influences between microscopic or mesoscopic variables are typically probed using time-correlation functions, which are symmetric u…
q-bio.BM2026
Phase Transitions in Unsupervised Feature Selection
Jonathan Fiorentino, Michele Monti, Dimitrios Miltiadis-Vrachnos +3
Identifying minimal and informative feature sets is a central challenge in data analysis, particularly when few data points are available. Here we present a theoretical analysis of…
q-fin.CP2025
Non-parametric Causal Discovery for EU Allowances Returns Through the Information Imbalance
Cristiano Salvagnin, Vittorio del Tatto, Maria Elena De Giuli +2
We propose to use a recently introduced non-parametric tool named Differentiable Information Imbalance (DII) to identify variables that are causally related -- potentially through…