HPC+AI-Enabled Real-Time Coherent X-ray Diffraction Imaging - IPAM at UCLA

HPC+AI-Enabled Real-Time Coherent X-ray Diffraction Imaging - IPAM at UCLA

Institute for Pure & Applied Mathematics (IPAM) via YouTube Direct link

MOTIVATION 3: REAL-TIME FEEDBACK

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8 of 20

MOTIVATION 3: REAL-TIME FEEDBACK

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HPC+AI-Enabled Real-Time Coherent X-ray Diffraction Imaging - IPAM at UCLA

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  1. 1 Intro
  2. 2 OUTLINE: AI4SCIENCE
  3. 3 X-RAY LIGHT SOURCES OF THE WORLD
  4. 4 THE ADVANCED PHOTON SOURCE @ ARGONNE
  5. 5 X-RAY MICROSCOPY IN A NUTSHELL
  6. 6 MOTIVATION: DATA RATES AND COMPUTE NEEDS
  7. 7 MOTIVATION 2: INVERSE PROBLEMS IN
  8. 8 MOTIVATION 3: REAL-TIME FEEDBACK
  9. 9 REINVENTING COHERENT IMAGING DATA INVERSION
  10. 10 AI@EDGE ENABLES REAL-TIME PTYCHOGRAPHY
  11. 11 HPC+AI@EDGE TRANSFORMS EXPERIMENTAL SCIENCE
  12. 12 3D BCDI NN: FASTER, MORE ACCURATE
  13. 13 AI-GUIDED PHASING
  14. 14 AUTOPHASENN IN COHERE
  15. 15 TAILORED DL SOLUTIONS FOR DIFFERENT MODALITIES
  16. 16 TRAINING SMART ACQUISITION NETWORK
  17. 17 AI@EDGE DRIVES THE EXPERIMENT
  18. 18 OPEN SOURCE CODE + DATA
  19. 19 APSU CHALLENGES
  20. 20 OPEN QUESTIONS (Selected) Things that we need help with

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