Causal Foundation Models: Disentangling Physics from Instrument Properties

Jeroen Audenaert, Daniel Muthukrishna, Paul F. Gregory +2

Foundation models for structured time series data must contend with a fundamental challenge: observations often conflate the true underlying physical phenomena with systematic dist…