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