Search Results - Usman Muhammad

Nanowire design by deep learning for energy efficient photonic technologies by Usman, Muhammad

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Quantum Machine Learning by Usman, Muhammad

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Clustering by Contour coreset and variational quantum eigensolver by Yung, Canaan, Usman, Muhammad

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Quantum Transfer Learning with Adversarial Robustness for Classification of High-Resolution Image Datasets by Khatun, Amena, Usman, Muhammad

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An intrinsic connection of space-time points by Shedleski, Ty, Usman, Muhammad

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Dark energy from non-degenerate Higgs-vacuum by Usman, Muhammad, Qadir, Asghar

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Accelerated expansion of the Universe and the Higgs true vacuum by Usman, Muhammad, Qadir, Asghar

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Classical Autoencoder Distillation of Quantum Adversarial Manipulations by Khatun, Amena, Usman, Muhammad

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DGTEN: A Robust Deep Gaussian based Graph Neural Network for Dynamic Trust Evaluation with Uncertainty-Quantification Support by Usman, Muhammad, Lee, Yugyung

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Adversarially Robust Quantum Transfer Learning by Khatun, Amena, Usman, Muhammad

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Complex Swin Transformer for Accelerating Enhanced SMWI Reconstruction by Usman, Muhammad, Gho, Sung-Min

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QFaaS: A Serverless Function-as-a-Service Framework for Quantum Computing by Nguyen, Hoa T., Usman, Muhammad, Buyya, Rajkumar

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Artificial Neural Network Syndrome Decoding on IBM Quantum Processors by Hall, Brhyeton, Gicev, Spiro, Usman, Muhammad

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Low Depth Virtual Distillation of Quantum Circuits by Deterministic Circuit Decomposition by Karim, Akib, Zhang, Shaobo, Usman, Muhammad

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QSimPy: A Learning-centric Simulation Framework for Quantum Cloud Resource Management by Nguyen, Hoa T., Usman, Muhammad, Buyya, Rajkumar

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Transversal CNOT gate with multi-cycle error correction by Kim, Younghun, Sevior, Martin, Usman, Muhammad

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DRLQ: A Deep Reinforcement Learning-based Task Placement for Quantum Cloud Computing by Nguyen, Hoa T., Usman, Muhammad, Buyya, Rajkumar

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Magic State Injection on IBM Quantum Processors Above the Distillation Threshold by Kim, Younghun, Sevior, Martin, Usman, Muhammad

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Fast and Noise-aware Machine Learning Variational Quantum Eigensolver Optimiser by Karim, Akib, Zhang, Shaobo, Usman, Muhammad

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Variational Quantum Machine Learning with Quantum Error Detection by Adermann, Eromanga, Suzuki, Hajime, Usman, Muhammad

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