Nature Machine Intelligence, Published online: 14 September 2026; doi:10.1038/s42256-026-01314-9

Publisher Correction: Quantum neural operators with implicit quadratic frame and expressivity advantages

Nature Machine Intelligence, Published online: 03 September 2026; doi:10.1038/s42256-026-01289-7

Wang et al. introduce a hardware-efficient quantum neural operator that overcomes classical linear capacity limits. Using an implicit quadratic frame, it offers accelerated expressivity for solving differential equations in the noisy intermediate-scale quantum era.