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Approximate quantum gates compiling with self-navigation algorithm |
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Variational quantum simulation of long-range interacting systems |
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Modularized and Scalable Compilation for Double Quantum Dot Quatum Computing |
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Symmetry enhanced variational quantum spin eigensolver |
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qubit-ADAPT-VQE: An adaptive algorithm for constructing hardware-efficient ansatze on a quantum processor |
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Reachability Deficits in Quantum Approximate Optimization |
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Microcanonical and finite-temperature ab initio molecular dynamics simulations on quantum computers |
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Accelerated variational algorithms for digital quantum simulation of the many-body ground states |
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Quantum generative adversarial networks |
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An aritifical neuron implemented on an actual quantum processor |
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Barren Plateaus in Quantum Neural Network Training Landscape |
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Universal quantum state preparation via revised greedy algorithm |
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When does reinforcement learning stand out in quantum control? A comparative study on state preparation |
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Capacity and quantum geometry of parametrized quantum circuits |
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Improving the Performance of Deep Quantum Optimization Algorithms with Continuous Gate Sets |
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Deep reinforcement learning for universal quantum state preparation via dynamic pulse control |
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Blind quantum machine learning based on quantum circuit model |
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Quantum simulation with hybrid tensor networks |
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Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation |
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Stochastic gradient descent for hybrid quantum-classical optimization |
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A hybrid classical-quantum approach for multi-class classification |
URL1, URL2 |
Variational Quantum Singular Value Deposition |
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Grand Unification of Quantum Algorithms |
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Variational ansatz-based quantum simulation of imaginary time evolution |
URL1, URL2, URL3 |
Variational Quantum Optimization with Multi-Basis Encodings |
URL1,URL2 |
Faking and Discriminating the Navigation Data of a Micro Aerial Vehicle Using Quantum Generative Adversarial Networks |
URL1,URL2,URL3 |
A Quantum Approximate Optimization Algorithm with Metalearning for MaxCut Problem and Its Simulation via TensorFlow Quantum |
URL1,URL2 |
A Parameter Initialization Method for Variational Quantum Algorithms to Mitigate Barren Plateaus Based on Transfer Learning |
URL1,URL2,URL3,URL4,URL5 |
An Application of Quantum Machine Learning on Quantum Correlated Systems: Quantum Convolutional Neural Network as a Classifier for Many-Body Wavefunctions from the Quantum Variational Eigensolver |
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Koopman operator learning for accelerating quantum optimization and machine learning |
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Equivalence Checking of Parameterized Quantum Circuit |
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Avoiding Barren Plateaus Using Classical Shadows |
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QAOA-in-QAOA: solving large-scale MaxCut problems on small quantum machines |
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Towards Perturbation Theory Methods on a Quantum Computer |
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Obstacles to State Preparation and Variational Optimization from Symmetry Protection |
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Digitized-counterdiabatic quantum approximate optimization algorithm |
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Quantum neural network classifiers: A tutorial |
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Variational Quantum Eigensolver Ansatz for the J1-J2-model |
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Quantum variational learning for entanglement witnessing |
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Multiqubit state learning with entangling quantum generative adversarial networks |
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A Classical-Quantum Convolutional Neural Network for Detecting Pneumonia from Chest Radiographs |
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Variational Quantum Linear Solver |
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Variational Quantum Factoring |
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Image Compression and Classification Using Qubits and Quantum Deep Learning |
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Simulation of Modular Exponentiation Circuit for Shor’s Algorithm in Qiskit |
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Variational quantum algorithms for trace norms and their applications |
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Quantum communication for wireless wide-area networks |
