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06/03/2023
Machine learning enabled experimental design and parameter estimation for ultrafast spin dynamics
Advanced experimental measurements are crucial for driving theoretical d...
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03/24/2023
PeakNet: Bragg peak finding in X-ray crystallography experiments with U-Net
Serial crystallography at X-ray free electron laser (XFEL) sources has e...
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02/14/2023
SpeckleNN: A unified embedding for real-time speckle pattern classification in X-ray single-particle imaging with limited labeled examples
With X-ray free-electron lasers (XFELs), it is possible to determine the...
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09/11/2021
Scaling and Acceleration of Three-dimensional Structure Determination for Single-Particle Imaging Experiments with SpiniFEL
The Linac Coherent Light Source (LCLS) is an X- ray free electron laser ...
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05/28/2021
Bridge Data Center AI Systems with Edge Computing for Actionable Information Retrieval
Extremely high data rates at modern synchrotron and X-ray free-electron ...
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08/10/2019