17 citations · 48 across the 7 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
physics.comp-ph2021
Data-Driven Dynamical Mean-Field Theory: an error-correction approach to solve the quantum many-body problem using machine learning
Evan Sheridan, Christopher Rhodes, Francois Jamet +2
Machine learning opens new avenues for modelling correlated materials. Quantum embedding approaches, such as the dynamical mean-field theory (DMFT), provide corrections to first-pr…
quant-ph2021
Krylov variational quantum algorithm for first principles materials simulations
Francois Jamet, Abhishek Agarwal, Carla Lupo +3
We propose an algorithm to obtain Green's functions as a continued fraction on quantum computers, which is based on the construction of the Krylov basis using variational quantum a…