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quant-ph2025
Advances in Quantum Genetic Algorithms
Dennis Lima, Rakesh Saini, Saif Al-Kuwari
Quantum Genetic Algorithms (QGAs) are an emerging field of multivariate quantum optimization that emulate Darwinian evolution and natural selection, with vast applications in chemi…
quant-ph2025
Exponential speed-up in VQE molecular energy ranking with Sridhara-compressed Hamiltonians
Dennis Lima, Saif Al-Kuwari
Polycyclic aromatic hydrocarbons (PAHs) are residual and intermediary molecules in the Chemical Vapor Deposition (CVD) to produce graphene from methane. Ranking a combinatorial spa…
quant-ph2025
Hybrid Quantum-Classical Generative Adversarial Networks with Transfer Learning
Asma Al-Othni, Saif Al-Kuwari, Mohammad Mahdi Nasiri Fatmehsari +2
Generative Adversarial Networks (GANs) have demonstrated immense potential in synthesizing diverse and high-fidelity images. However, critical questions remain unanswered regarding…