2 papers
cs.LG2025
Cross-Scale Reservoir Computing for large spatio-temporal forecasting and modeling
Nicola Alboré, Gabriele Di Antonio, Fabrizio Coccetti +1
We propose a new reservoir computing method for forecasting high-resolution spatiotemporal datasets. By combining multi-resolution inputs from coarser to finer layers, our architec…
cond-mat.stat-mech2025
Non-linear correlations underlie linear response and causality
Gabriele Di Antonio, Gianni Valerio Vinci
The inference of causal relationships among observed variables is a pivotal, longstanding problem in the scientific community. An intuitive method for quantifying these causal link…