Causality by Abstraction: Symbolic Rule Learning in Multivariate Timeseries with Large Language Models

Preetom Biswas, Giulia Pedrielli, K. Selçuk Candan

Inferring causal relations in timeseries data with delayed effects is a fundamental challenge, especially when the underlying system exhibits complex dynamics that cannot be captur…