A single-image, physics-informed neural network can reconstruct spatially varying in-plane and 3D magnetization textures from simulated magnetic field images and can distinguish Bloch from Néel skyrmions and Bloch handedness.
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Reconstruction of non-trivial magnetization textures from magnetic field images using neural networks
A single-image, physics-informed neural network can reconstruct spatially varying in-plane and 3D magnetization textures from simulated magnetic field images and can distinguish Bloch from Néel skyrmions and Bloch handedness.