Can complex quantum systems be accurately modelled without requiring exponentially increasing computational resources? A new framework establishes polynomial scaling of required qubits, both in simulation duration and desired precision, a feat previously unattainable due to limitations in representing environmental interactions. Explicit error boundaries guarantee scalable simulations of open quantum dynamics using low-rank kernel compression and qubit encoding.
