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GoniOwl: convolutional neural network-based sample state detection for collision prevention on synchrotron beamlines

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Preventing collisions during automated sample exchange is critical for synchrotron beamlines, particularly for complex cryogenic in-vacuum endstations where recovery from hardware damage may take days. GoniOwl, a compact convolutional neural network (CNN) mode... ...