17 citations · 18 across the 2 of their papers we have counts for
2 papers
quant-ph2021★ 1 cited
QBoost for regression problems: solving partial differential equations
Caio B. D. Góes, Thiago O. Maciel, Giovani G. Pollachini +3
A hybrid algorithm based on machine learning and quantum ensemble learning is proposed that is capable of finding a solution to a partial differential equation with good precision…
quant-ph2021★ 17 cited
A hybrid classical-quantum approach to solve the heat equation using quantum annealers
Giovani G. Pollachini, Juan P. L. C. Salazar, Caio B. D. Goes +2
The numerical solution of partial differential equations by discretization techniques is ubiquitous in computational physics. In this work we benchmark this approach in the quantum…