This workshop will bring together experts in the field of Digital Twinning (DT), Machine Learning (ML) and Virtual Diagnostic (VD) who apply these methods to the optimisation of accelerator-based light sources (rings/linacs/compact) towards resilient & autonomous operation and address the full facility from source to scientific instruments. The workshop is open to all LEAPS members; colleagues from external laboratories may participate only by invitation.
The objectives of the workshop are :
- set up a detailed survey of the ongoing activities within LEAPS on DT, ML & VD
- draw up a summary document which will constitute the cornerstone of the LIP project.
Workshop organising committee :
Thomas Tschentscher - EUXFEL
Simone Di Mitri - ELETTRA
Marco Calvi - PSI
Eugenio Ferrari - PSI
Jens Osterhoff - DESY
Rainer Wanzenberg - DESY
Pierre Schnizer - HZB
Andreas Jankowiak - HZB
Pedro Fernandes Tavares - MAX IV
Pavel Evtushenko - HZDR
Francis Perez - ALBA