Quantum dynamical hamiltonian monte carlo
O Lockwood, P Weiss, F Aronshtein, G Verdon - Physical Review Research, 2024 - APS
One of the open challenges in quantum computing is to find meaningful and practical
methods to leverage quantum computation to accelerate classical machine-learning …
methods to leverage quantum computation to accelerate classical machine-learning …
Walking through Hilbert space with quantum computers
Computations of chemical systems' equilibrium properties and non-equilibrium dynamics
have been suspected of being a" killer app" for quantum computers. This review highlights …
have been suspected of being a" killer app" for quantum computers. This review highlights …
Can Geometric Quantum Machine Learning Lead to Advantage in Barcode Classification?
We consider the problem of distinguishing two vectors (visualized as images or barcodes)
and learning if they are related to one another. For this, we develop a geometric quantum …
and learning if they are related to one another. For this, we develop a geometric quantum …