Graph Neural Networks Learn the Noise of Real Quantum Chips to Rescue Failing Computations
Researchers in Zhengzhou have built a graph neural network that encodes the measured noise of superconducting quantum processors to correct ...
Tag: NISQ devices
Hybrid Quantum Neural Networks Crack High-Dimensional Financial Equations With Fewer Time Steps
A new hybrid quantum-classical operator splitting method solves nonlinear parabolic PDEs up to 100 dimensions with provably faster convergence, promising ...
Quantum Noise Becomes a Friend: Physicists Turn Hardware Errors Into Generative AI Fuel
Researchers in Florence have built generative diffusion models in which quantum coherence and the intrinsic noise of a real IBM ...
Noisy Gates Put Gate Teleportation to the Test
A new theoretical study shows that gate teleportation fidelity degrades in state-dependent ways under bit-flip, phase-flip, depolarizing, and amplitude-damping noise, ...
Quantum Meets Privacy: Federated AI Reads Brain Scans Without Sharing Patient Data
Researchers have built a federated hybrid quantum-classical neural network that classifies Alzheimer's disease from MRI scans with benchmark accuracies above ...
New Bidirectional Grover Search Slashes Quantum Database Iterations
Researchers at Purdue University have developed a bidirectional multi-solution Grover search algorithm that dramatically cuts the iterations and circuit depth ...
Self-Tuning Quantum Algorithm Cracks Constrained Shortest Path Problem With Fewer Resources
Researchers have developed DDQAOA, a quantum optimization algorithm that automatically grows its own circuit depth and matches deep fixed-depth QAOA ...
Quantum Graph Neural Networks Under the Microscope: Hype Meets Reality
A comprehensive new review finds that quantum graph neural networks deliver real parameter efficiency and task-specific utility, but definitive quantum ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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