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Showing 1 to 11 of 11 for “"Quantum annealing"”.

  1. Optimizing Quantum Circuit Layout using Quantum Annealing

    Quantum computing has garnered significant interest due to its theoretical potential for exponential speedup in computations. This advantage arises from the unique properties of quantum mechanics, which enable quantum bits (qubits) to exist in multiple states simultaneously and to become entangled. …

    trento Repository record for Optimizing Quantum Circuit Layout using Quantum Annealing (opens in a new tab)

  2. Optimizing Quantum Annealing for Trapped Ions: Performance, Resources, and Noise Mitigation

    Quantum annealing is a promising method for solving combinatorial optimization problems with quantum computers, but its practical performance on near-term devices is constrained by the architecture of the underlying platform, the presence of noise, and the design of the annealing protocol itself. …

    trento Repository record for Optimizing Quantum Annealing for Trapped Ions: Performance, Resources, and Noise Mitigation (opens in a new tab)

  3. Disordered systems and quantum algorithms: from spin glasses to neural networks

    This thesis investigates how quantum algorithms can solve disordered systems, with a focus on spin glasses and neural networks. We first introduce several examples of disordered systems and have an overview of spin glasses. Then we introduce a cyclic quantum annealing protocol on D-Wave’s …

    umn Repository record for Disordered systems and quantum algorithms: from spin glasses to neural networks (opens in a new tab)

  4. Effectively Encoding SAT and Other Intractable Problems into Ising Models for Quantum Computing

    Quantum computing theory posits that a computer exploiting quantum mechanics can be strictly more powerful than classical models. Several quantum computing devices are under development, but current technology is limited by noise sensitivity. Quantum Annealing is an alternative approach that uses a …

    trento Repository record for Effectively Encoding SAT and Other Intractable Problems into Ising Models for Quantum Computing (opens in a new tab)

  5. Surrogate Model Optimisation for PWR Fuel Management

    … perceptrons), the fission matrix and simulated quantum annealing. The models are used to predict core parameters of reactors in simplified optimisation scenarios for a microcore, a small modular reactor, and a ‘standard’ PWR. The experiments with deep learning models show that competitive …

    cambridge Repository record for Surrogate Model Optimisation for PWR Fuel Management (opens in a new tab)

  6. Hybrid classical-quantum optimization algorithms in electromagnetic applications

    … the algorithmic side, the work investigates both quantum and classical physics-based Ising solvers. Quantum annealing is implemented on D-Wave quantum processing units (QPUs) and used to solve medium-scale instances, and a hybrid classical–quantum divide-and-conquer scheme is developed that …

    uiuc Repository record for Hybrid classical-quantum optimization algorithms in electromagnetic applications (opens in a new tab)

  7. Many-body entangled dynamics of closed and open systems for quantum simulators

    When D-wave was founded in 1999, quantum computing was still an ambitious vision. In the past five years, quantum computing has moved from this vision to a very reachable goal with major companies such as Google, IBM, Intel, and Microsoft investigating quantum computation investing in this …

    colo-mines Repository record for Many-body entangled dynamics of closed and open systems for quantum simulators (opens in a new tab)

  8. Computational studies of thermal and quantum phase transitions approached through non-equilibrium quenching

    … of statistical physics for both classical and quantum systems. Phase transitions embody diverse aspects of physics and also have numerous applications outside physics, e.g., in chemistry, biology, and combinatorial optimization problems in computer science. Many problems can be reduced to a …

    bu Repository record for Computational studies of thermal and quantum phase transitions approached through non-equilibrium quenching (opens in a new tab)

  9. Design and implementation of low size, weight, and power (SWaP) systems for mobile quantum networks

    Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2024-05-01

    uiuc Repository record for Design and implementation of low size, weight, and power (SWaP) systems for mobile quantum networks (opens in a new tab)

  10. Efficient characterization and optimization of smart wireless environments

    Submission published under a 24 month embargo labeled 'Closed Access', the embargo will last until 2027-05-01

    uiuc Repository record for Efficient characterization and optimization of smart wireless environments (opens in a new tab)