17 citations · 28 across the 3 of their papers we have counts for
3 papers
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…
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…
Electron and Phonon Temperature Relaxation in Semiconductors Excited by Thermal Pulse
Yu. G. Gurevich, G. N. Logvinov, A. F. Carballo-Sanchez +2
Electron and phonon transient temperatures are analyzed in the case of nondegenerate semiconductors. An analytical solution is obtained for rectangular laser pulse absorption. It i…