Implementing Pearl's $\mathcal{DO}$-Calculus on Quantum Circuits: A Simpson-Type Case Study on NISQ Hardware

Researchers have developed a method to implement Pearl's causal inference framework (DO-calculus) on quantum circuits, mapping causal networks to quantum hardware through 'circuit surgery.' The approach was successfully demonstrated on IonQ's quantum processor using a healthcare model, showing agreement with classical baselines.