2 papers
quant-ph2026
Quantum MeanFlow: single-shot generative sampling on NISQ hardware
Ashish Joshi, Eshaan Mistry, Takahiko Koyama
Quantum generative models offer a promising framework for exploring whether quantum computation can enhance generative machine learning. Flow matching is a generative method in whi…
cond-mat.dis-nn2024
Quantum skyrmion dynamics studied by neural network quantum states
Ashish Joshi, Robert Peters, Thore Posske
We study the dynamics of quantum skyrmions under a magnetic field gradient using neural network quantum states. First, we obtain a quantum skyrmion lattice ground state using varia…