2 papers
quant-ph2025
A Hybrid Quantum Solver for Gaussian Process Regression
Kerem Bükrü, Steffen Leger, M. Lautaro Hickmann +3
Gaussian processes are widely known for their ability to provide probabilistic predictions in supervised machine learning models. Their non-parametric nature and flexibility make t…
quant-ph2025
Hybrid quantum tensor networks for aeroelastic applications
M. Lautaro Hickmann, Pedro Alves, David Quero +2
We investigate the application of hybrid quantum tensor networks to aeroelastic problems, harnessing the power of Quantum Machine Learning (QML). By combining tensor networks with…