Reconciling Causality and Non-Equilibrium Thermodynamics with Hamiltonian Causal Models

Dario Rancati, Max Welling, Francesco Locatello

Causal modeling of physical temporal phenomena must handle interventions that act along trajectories, nonstationary induced laws, path-dependent effects, and feedback mediated by d…