5 papers
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…
Before We Inject: Assessing the Impact of Silica-Based Aerosols on Stratospheric Chemistry via a Kinetic Model Informed by Molecular Dynamics
Dennis Lima, Saif Al-Kuwari, Ivan Gladich
Stratospheric aerosol injection (SAI) has been proposed as a geoengineering strategy to mitigate global warming by increasing Earth's albedo. Silica-based materials, such as diamon…
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…
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…
Collaborative Filtering using Variational Quantum Hopfield Associative Memory
Amir Kermanshahani, Ebrahim Ardeshir-Larijani, Rakesh Saini +1
Quantum computing, with its ability to do exponentially faster computation compared to classical systems, has found novel applications in various fields such as machine learning an…