A computational bottleneck previously limited quantum chemistry to molecules that could be simulated with quadratic scaling, until now. Replacing conventional methods, Mamba Quantum Eigensolver achieves linear complexity in simulating ground states and predicts complete potential energy surfaces directly. Tested on the H2 molecule, it delivers results with an energy error below 3×10−6 Ha across sixteen different structures without any variational violations.
