25 November 2022
DESY
Europe/Berlin timezone

Serial Femtosecond Crystallography with Deep Learning

25 Nov 2022, 13:20
10m
Flash Seminar Room (DESY)

Flash Seminar Room

DESY

Short Talk

Speaker

shah nawaz (DESY)

Description

Serial femtosecond crystallography produces large data volumes however, only a small percentage of the data is useful for downstream analysis. In this work, we handle serial crystallography data with deep learning for various challenges including classification, Bragg peak detection, domain adaptation, explainability.

Primary authors

David Pennicard (FS-DS (Detektorsysteme)) Heinz Graafsma (FS-DS (Detektorsysteme)) Shabarish Pala Ramakantha Setty (DESY) Dr Vahid Rahmani (FS-DS (Detektorsysteme)) shah nawaz (DESY)

Presentation materials