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Showing 1 to 2 of 2 for “"Quantum AI"”.
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Towards Error-Resilience in Quantum Simulation of Lattice Gauge Theories
Digital quantum simulators may provide a powerful platform for addressing salient questions in a wide variety of fields including particle and condense-matter physics. A particularly rewarding target is given by lattice gauge theories. The fundamental principle of gauge-invariance imposes local …
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Towards Real-World Quantum Machine Learning
Quantum machine learning (QML) promises new representational and computational capabilities, yet practical deployment on near-term hardware is hampered by resource overheads, depth constraints, and fragile trainability. This thesis advances resource-aware QML by proposing architectures and kernels …