Connecting algorithms to realistic resource costs

We develop and analyse methods for quantum simulation, learning and other applications on noisy and early fault-tolerant devices. We connect algorithm design and circuit compilation to error control and physical implementation, accounting for qubits, runtime, repeated measurements and classical processing. These assessments identify practical bottlenecks and guide improvements across the computation.