3 papers
quant-ph2026
RFOX (Rotated-Field Oscillatory eXchange) quantum algorithm: Towards Parameter-Free Quantum Optimizers
Brian García Sarmina, Guo-Hua Sun, Shi-Hai Dong
We introduce RFOX (Rotated-Field Oscillatory eXchange), a parameter-free quantum algorithm for combinatorial optimization that combines an almost constant non-stoquastic catal…
quant-ph2026
Q-PIPE A Practical Quantum Phase Encoding Method
Brian García Sarmina, Emmanuel Martínez-Guerrero, Janeth De Anda Gil +2
A major hurdle in Quantum Image Processing (QIMP) is efficiently transferring classical, high-dimensional image data into quantum states. Current methods face trade-offs: amplitude…
quant-ph2023
PCA and t-SNE analysis in the study of QAOA entangled and non-entangled mixing operators
Brian García Sarmina, Guo-Hua Sun, Shi-Hai Dong
In this paper, we employ PCA and t-SNE analysis to gain deeper insights into the behavior of entangled and non-entangled mixing operators within the Quantum Approximate Optimizatio…