NeTMY neural fields with annealed encoding, multiscale optimization, and spectrum-fidelity losses achieve superior localization and distributional accuracy in NV-center inverse sensing by using a tensor power-summed dipolar operator that exposes and mitigates center-collapse failures.
Quantum sensing.Reviews of modern physics, 89(3):035002
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Direct dual-downlink distribution achieves higher entanglement rates than a single-satellite repeater for most overpass geometries, while repeater fidelity depends on memory capacity and decoherence.
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Neural Fields for NV-Center Inverse Sensing
NeTMY neural fields with annealed encoding, multiscale optimization, and spectrum-fidelity losses achieve superior localization and distributional accuracy in NV-center inverse sensing by using a tensor power-summed dipolar operator that exposes and mitigates center-collapse failures.
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Single-Satellite Quantum Repeater Performance Analysis
Direct dual-downlink distribution achieves higher entanglement rates than a single-satellite repeater for most overpass geometries, while repeater fidelity depends on memory capacity and decoherence.