Patent ID: 11860114
Assignee: nan
Field: Measurement (Instruments)
Classification: CPC G | IPC G

Claim 15:
16. An apparatus configured to obtain atomic structure of a sample based on x-ray diffraction data obtained from the sample, the apparatus comprising:
a squarer arranged to accept the x-ray diffraction data obtained from the sample and to output squared-magnitude x-ray diffraction data;
and
a processing device configured to accept as input the squared-magnitude x-ray diffraction data or data derived from the squared-magnitude x-ray diffraction data and to output an atomic structure based on the input squared-magnitude x-ray diffraction data or data derived from the squared-magnitude x-ray diffraction data,
wherein the processing device comprises a convolutional neural network trained to accept as input squared-magnitude x-ray diffraction data or data derived from the squared-magnitude x-ray diffraction data and to output an atomic structure based on the squared-magnitude x-ray diffraction data or data derived from the squared-magnitude x-ray diffraction data.