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AUREIS mini-workshop on data-flows for Intelligent Sensing
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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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08:00
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08:20
AUREIS 20mSpeaker: Angelo Dragone (SLAC)
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08:20
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10:00
Coherent Diffractive ImagingConvener: Arianna Gleason (SLAC)
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08:20
GPU-based real-time data-reduction approaches for LCLS-II 20mSpeaker: Paul O'Grady (SLAC)
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08:40
Thoughts on on-chip data processing for X-ray detectors 20mSpeaker: Antonino Miceli (Argonne National Laboratory)
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09:00
Pre-processing pipeline for ptychographic imaging 20mSpeaker: Kevin Mertes (Los Alamos National Laboratory)
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09:20
AI-enabled workflows at the hard X-ray nanoprobe beamline 20mSpeaker: Tao Zhou (Argonne National Laboratory)
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09:40
Structured light for surpassing optics and detector limitations 20mSpeaker: Doga Gürsoy (Argonne National Laboratory)
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08:20
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10:00
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10:10
Break 10m
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10:10
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12:10
Scattering and Diffraction - 1Convener: Ryan Coffee (SLAC)
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10:10
High-energy X-ray diffraction & Tomography 20mSpeaker: Hemant Sharma (Argonne National Laboratory)
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10:30
Deep learning pipeline for real-time bragg preak finding 20mSpeaker: Cong Wang (SLAC)
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10:50
Bulk dislocation dynamics imaging in real-time using dark field X-ray microscopy 20mSpeakers: Brinthan Kanesalingam (Stanford University), Leora Dresselhaus-Marais (Stanford University)
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11:10
Realtime data reduction for XPCS 20mSpeaker: Miaoqi Chu (Argonne National Laboratory)
- 11:30
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11:50
X-ray diffuse scattering: Small differences on a constant background 20mSpeaker: Tim van Driel (SLAC)
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10:10
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12:10
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13:10
Lunch break 1h
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13:10
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14:10
Scattering and Diffraction - 2Convener: Antonino Miceli (Argonne National Laboratory)
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13:10
Federated AI/ML and Compression for Experimental Light Source and Neutron Data 20mSpeaker: Rick Archibald (Oak Ridge National Laboratory)
- 13:30
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13:50
Ultrafast Electron Diffraction analysis 20mSpeakers: Alexander Reid (SLAC), Fuhao Ji (SLAC)
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13:10
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14:10
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15:30
Workflows from other fields and novel functionality examplesConvener: Jana Thayer (SLAC)
- 14:10
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14:30
Intelligent real-time collider workflows for novel discovery potential 20mSpeaker: Julia Gonski (SLAC)
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14:50
Toward Hardware-Aware ML Inference: Exploring Inference Across Different Hardware Platforms 20mSpeaker: Abhilasha Dave (SLAC)
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15:10
Reconfigurable on-pixel analog and mixed-signal IPs 20mSpeaker: Llorenc Fanals-i-Batllori (SLAC National Accelerator Laboratory)
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15:30
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15:40
break 10m
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15:40
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16:35
Roundtable Discussion 55m
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08:00
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08:20
