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Article
Open AccessWeak signal extraction enabled by deep neural network denoising of diffraction data
The removal or cancellation of noise has wide-spread applications in imaging and acoustics. In applications in everyday life, such as image restoration, denoising may even include generative aspects, which are...
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Article
Atomic-scale sensing of the magnetic dipolar field from single atoms
The dipole–dipole magnetic interaction between individual atoms on MgO surfaces is quantified by performing electron spin resonance by means of a scanning tunnelling microscope, opening new paths towards struc...
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Article
Reading and writing single-atom magnets
A two-bit magnetic memory is demonstrated, based on the magnetic states of individual holmium atoms, which are read and written in a scanning tunnelling microscope set-up and are stable over many hours.