2 papers
physics.ins-det2023
PeakNet: An Autonomous Bragg Peak Finder with Deep Neural Networks
Cong Wang, Po-Nan Li, Jana Thayer +1
Serial crystallography at X-ray free electron laser (XFEL) and synchrotron facilities has experienced tremendous progress in recent times enabling novel scientific investigations i…
cs.LG2023
SpeckleNN: A unified embedding for real-time speckle pattern classification in X-ray single-particle imaging with limited labeled examples
Cong Wang, Eric Florin, Hsing-Yin Chang +2
With X-ray free-electron lasers (XFELs), it is possible to determine the three-dimensional structure of noncrystalline nanoscale particles using X-ray single-particle imaging (SPI)…