AUREIS mini-workshop on data-flows for Intelligent Sensing
→
America/Los_Angeles
40/1-195 - Sycamore (SLAC)
40/1-195 - Sycamore
SLAC
44
Angelo Dragone
(SLAC),
Arianna Gleason
(SLAC)
Description
SLAC Microelectronics Project ‘Adaptive Ultra-fast Energy-Efficient Intelligent Sensing Technologies’ (AURIES) is part of a new DoE Microelectronics Energy Efficiency Center for Advanced Technologies (MEERCAT), which aims to develop new technologies for intelligent sensing. In this workshop, we will discuss the computational aspects of analysis
Recording - link
Format – 15 mins talk + 5 mins Q&A followed by a roundtable
Organization Contact
Registration
AUREIS Workshop
63
Participants
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1
AUREISSpeaker: Angelo Dragone (SLAC)
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Coherent Diffractive ImagingConvener: Arianna Gleason (SLAC)
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2
GPU-based real-time data-reduction approaches for LCLS-IISpeaker: Paul O'Grady (SLAC)
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3
Thoughts on on-chip data processing for X-ray detectorsSpeaker: Antonino Miceli (Argonne National Laboratory)
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4
Pre-processing pipeline for ptychographic imagingSpeaker: Kevin Mertes (Los Alamos National Laboratory)
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5
AI-enabled workflows at the hard X-ray nanoprobe beamlineSpeaker: Tao Zhou (Argonne National Laboratory)
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6
Structured light for surpassing optics and detector limitationsSpeaker: Doga Gürsoy (Argonne National Laboratory)
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2
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10:00
Break
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Scattering and Diffraction - 1Convener: Ryan Coffee (SLAC)
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7
High-energy X-ray diffraction & TomographySpeaker: Hemant Sharma (Argonne National Laboratory)
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8
Deep learning pipeline for real-time bragg preak findingSpeaker: Cong Wang (SLAC)
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9
Bulk dislocation dynamics imaging in real-time using dark field X-ray microscopySpeakers: Brinthan Kanesalingam (Stanford University), Leora Dresselhaus-Marais (Stanford University)
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10
Realtime data reduction for XPCSSpeaker: Miaoqi Chu (Argonne National Laboratory)
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12
X-ray diffuse scattering: Small differences on a constant backgroundSpeaker: Tim van Driel (SLAC)
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7
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12:10
Lunch break
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Scattering and Diffraction - 2Convener: Antonino Miceli (Argonne National Laboratory)
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13
Federated AI/ML and Compression for Experimental Light Source and Neutron DataSpeaker: Rick Archibald (Oak Ridge National Laboratory)
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15
Ultrafast Electron Diffraction analysisSpeakers: Alexander Reid (SLAC), Fuhao Ji (SLAC)
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13
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Workflows from other fields and novel functionality examplesConvener: Jana Thayer (SLAC)
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17
Intelligent real-time collider workflows for novel discovery potentialSpeaker: Julia Gonski (SLAC)
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18
Toward Hardware-Aware ML Inference: Exploring Inference Across Different Hardware PlatformsSpeaker: Abhilasha Dave (SLAC)
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19
Reconfigurable on-pixel analog and mixed-signal IPsSpeaker: Llorenc Fanals-i-Batllori (SLAC National Accelerator Laboratory)
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15:30
break
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20
Roundtable Discussion
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1