AUREIS mini-workshop on data-flows for Intelligent Sensing

Contribution List

1. AUREIS

Angelo Dragone (SLAC)

6/27/25, 8:00 AM

2. GPU-based real-time data-reduction approaches for LCLS-II

Paul O'Grady (SLAC)

6/27/25, 8:20 AM

Coherent Diffractive Imaging

3. Thoughts on on-chip data processing for X-ray detectors

Antonino Miceli (Argonne National Laboratory)

6/27/25, 8:40 AM

Coherent Diffractive Imaging

4. Pre-processing pipeline for ptychographic imaging

Kevin Mertes (Los Alamos National Laboratory)

6/27/25, 9:00 AM

Coherent Diffractive Imaging

5. AI-enabled workflows at the hard X-ray nanoprobe beamline

Tao Zhou (Argonne National Laboratory)

6/27/25, 9:20 AM

Coherent Diffractive Imaging

6. Structured light for surpassing optics and detector limitations

Doga Gürsoy (Argonne National Laboratory)

6/27/25, 9:40 AM

Coherent Diffractive Imaging

7. High-energy X-ray diffraction & Tomography

Hemant Sharma (Argonne National Laboratory)

6/27/25, 10:10 AM

Scattering and Diffraction - 1

8. Deep learning pipeline for real-time bragg preak finding

Cong Wang (SLAC)

6/27/25, 10:30 AM

Scattering and Diffraction - 1

9. Bulk dislocation dynamics imaging in real-time using dark field X-ray microscopy

Brinthan Kanesalingam (Stanford University), Leora Dresselhaus-Marais (Stanford University)

6/27/25, 10:50 AM

Scattering and Diffraction - 1

10. Realtime data reduction for XPCS

Miaoqi Chu (Argonne National Laboratory)

6/27/25, 11:10 AM

Scattering and Diffraction - 1

11. XPCS Analysis from LCLS

Yanwen Sun (SLAC)

6/27/25, 11:30 AM

Scattering and Diffraction - 1

12. X-ray diffuse scattering: Small differences on a constant background

Tim van Driel (SLAC)

6/27/25, 11:50 AM

Scattering and Diffraction - 1

13. Federated AI/ML and Compression for Experimental Light Source and Neutron Data

Rick Archibald (Oak Ridge National Laboratory)

6/27/25, 1:10 PM

Scattering and Diffraction - 2

21. PCA and similar for compression

Frederic Poitevin (SLAC)

6/27/25, 1:30 PM

Scattering and Diffraction - 2

14. Ultrafast Electron Diffraction analysis

Alexander Reid (SLAC), Fuhao Ji (SLAC)

6/27/25, 1:50 PM

Scattering and Diffraction - 2

15. FES Workflows

Ryan Coffee (SLAC)

6/27/25, 2:10 PM

Workflows from other fields and novel functionality examples

16. Intelligent real-time collider workflows for novel discovery potential

Julia Gonski (SLAC)

6/27/25, 2:30 PM

Workflows from other fields and novel functionality examples

17. Toward Hardware-Aware ML Inference: Exploring Inference Across Different Hardware Platforms

Abhilasha Dave (SLAC)

6/27/25, 2:50 PM

Workflows from other fields and novel functionality examples

18. Reconfigurable on-pixel analog and mixed-signal IPs

Llorenc Fanals-i-Batllori (SLAC National Accelerator Laboratory)

6/27/25, 3:10 PM

Workflows from other fields and novel functionality examples

19. Roundtable Discussion

6/27/25, 3:40 PM

20. Characterizing nanoscale structures and dynamics in materials

Stephan Hruszkewycz (Argonne National Laboratory)

Coherent Diffractive Imaging