Scaling Generative Quantum Machine Learning
Christa Zoufal, Stefan Woerner
APS March Meeting 2023
Variational quantum time evolution (VarQTE) allows us to simulate dynamical quantum systems with parameterized quantum circuits. We derive a posteriori, global phase-agnostic error bounds for real and imaginary time evolution based on McLachlan's variational principle that can be evaluated efficiently. Rigorous error bounds are crucial in practice to adaptively choose variational circuits and to analyze the quality of optimization algorithms. The power of the new error bounds, as well as, the performance of VarQTE are demonstrated on numerical examples.
Christa Zoufal, Stefan Woerner
APS March Meeting 2023
Ivano Tavernelli
APS Global Physics Summit 2025
Mario Motta, Gavin Jones, et al.
APS March Meeting 2023
Liran Shirizly, Luke C. G. Govia, et al.
Physical Review A