96x96 Exit Wavefunctions
收藏资源简介:
512x512 exit wavefunctions were simulated with clTEM, then cropped to 320x320 to remove edge artefacts.The 320x320 crops were then linearly downsampled to 96x96. They are numpy files (.npy) that can be opened in Python with np.load(). Each wavefunction has shape [96, 96, 2], where the last two channels are for real [..., 0] and imag [..., 1] components, respectively.Wavefunctions have been stacked into a single array using a 0th axis. There are three files: wavefunctions_n=3 is for a large range of materials and physics hyperparameters wavefunctions_restricted_n=3 is for a large range of materials and a small range of physics hyperparameters wavefunctions_single_n=3 is for In<sub>1.7</sub>K<sub>2</sub>Se<sub>8</sub>Sn<sub>2.28</sub> and a large range of physical hyperparameters Full sized versions are available on University of Warwick Electron Microscopy dataservers: https://warwick.ac.uk/fac/sci/physics/research/condensedmatt/microscopy/research/machinelearning arXiv preprint: https://arxiv.org/abs/2001.10938



