Variational Ground-State Quantum Adiabatic Theorem
Year: 2025
Type: article
Abstract: We present a variational quantum adiabatic theorem, which states that, under certain assumptions, the adiabatic dynamics projected onto a variational manifold follow the instantaneous variational ground state. We focus on low-entanglement variational manifolds and target Hamiltonians with classical ground states. Despite highly entangled intermediate states along the exact adiabatic path, the variational evolution converges to the target ground state. We demonstrate this approach with several examples that align with our theoretical analysis.
Source: Physical Review Letters
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
Estimated APC paid: $3,750
Awards: G1274060198, G1607179342, G1679406552, G1792555039, G211789338, G3796701426, G4412721572, From classical to quantum machine learning through tensor networks, G4937468798, G5271502856, G5443090575, G5567236048, G575169067, G5784736367, QuantERA II ERA-NET Cofund in Quantum Technologies, G6037250657, G6156636334, G777498305, G8483133465, G972786147
OpenAlex ID: W4409002775
