3 citations · 8 across the 10 of their papers we have counts for
3 papers · 2 filters
Hybrid Quantum-Classical Latent Diffusion Models for Medical Image Generation
Kübra Yeter-Aydeniz, Nora M. Bauer, Pranay Jain +1
Generative learning models in medical research are crucial in developing training data for deep learning models and advancing diagnostic tools, but the problem of high-quality, div…
Variational Quantum Annealing for Quantum Chemistry
Ka-Wa Yip, Kübra Yeter-Aydeniz, Sijia S. Dong
We introduce a variational quantum annealing (VarQA) algorithm for electronic structure theory, in which we use the quantum annealer as a sampler and prepare an ansatz state throug…
Efficient Quantum Chemistry Calculations on Noisy Quantum Hardware
Nora Bauer, Kübra Yeter-Aydeniz, George Siopsis
We present a hardware-efficient optimization scheme for quantum chemistry calculations, utilizing the Sampled Quantum Diagonalization (SQD) method. Our algorithm, optimized SQD (SQ…