Jielin Xu, Wenqiang Song, et al.
Alzheimer's and Dementia
Interactions between electrons and phonons play a crucial role in quantum materials. Yet, there is no universal method that would simultaneously accurately account for strong electron-phonon interactions and electronic correlations. By combining methods of the variational quantum eigensolver and the variational non-Gaussian solver, we develop a hybrid quantum-classical algorithm suitable for this type of correlated systems. This hybrid method tackles systems with arbitrarily strong electron-phonon coupling without increasing the number of required qubits and quantum gates, as compared to purely electronic models. We benchmark our method by applying it to the paradigmatic Hubbard-Holstein model at half filling, and show that it correctly captures the competition between charge density wave and antiferromagnetic phases, quantitatively consistent with exact diagonalization.
Jielin Xu, Wenqiang Song, et al.
Alzheimer's and Dementia
Naoki Abe, Kathleen Buckingham, et al.
KDD 2023
Shachar Don-Yehiya, Leshem Choshen, et al.
ACL 2025
Jie Shi, Kevin Cheng, et al.
ACS Fall 2024