2 papers
quant-ph2025
Expressive equivalence of classical and quantum restricted Boltzmann machines
Maria Demidik, Cenk Tüysüz, Nico Piatkowski +2
Quantum computers offer the potential for efficiently sampling from complex probability distributions, attracting increasing interest in generative modeling within quantum machine…
quant-ph2024
Predicting Machining Stability with a Quantum Regression Model
Sascha Mücke, Felix Finkeldey, Nico Piatkowski +2
In this article, we propose a novel quantum regression model by extending the Real-Part Quantum SVM. We apply our model to the problem of stability limit prediction in milling proc…