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Showing 1 to 4 of 4 for “"Variational quantum algorithms"”.
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On Near-Term Quantum Computation: Theoretical Aspects of Variational Quantum Algorithms and Quantum Computational Supremacy
In recent years, programmable quantum devices have reached sizes and complexities which put them outside the regime of simulation on modern supercomputers. However, since their computational power is not well understood, it’s not obvious what to do with them! Of course, there are several ideas, and …
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Toward Practical Quantum Computing Systems with Intelligent Cross-Stack Co-Design
Quantum Computing (QC) has the potential to solve classically hard problems with greater speed and efficiency, and recent years have seen exciting advancements in this field. However, significant gaps remain between application requirements and the capabilities of current devices, particularly in …
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The Trainability and Expressivity of Quantum Machine Learning Models
… more evidence that precise control of many-body quantum systems yields a method of computation more powerful than what is achievable using conventional models of computation. This culminated in recent years with experimental demonstrations on quantum devices of computational tasks on the verge of …
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Towards scalable solid-state spin qubits and quantum simulation of thermal states
… an astounding level of progress in the field of quantum computing. Rapidly-improving techniques for fabricating and controlling devices, increasingly refined theoretical models, and innovative quantum computing algorithms have allowed us to pass a number of important milestones on the path …