JLab AI Town Hall
→
US/Eastern
David Lawrence
(Jefferson Lab),
Malachi Schram
(Thomas Jefferson National Accelerator Facility)
Description
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- 2:00 PM → 2:10 PM
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2:10 PM
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2:15 PM
Deeply Learning deep inelastic scattering kinematics 5mSpeaker: Markus Diefenthaler (Jefferson Lab)
- 2:15 PM → 2:20 PM
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2:20 PM
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2:25 PM
InclAI 5mSpeaker: Gabriel Niculescu (JMU)
- 2:25 PM → 2:30 PM
- 2:30 PM → 2:35 PM
- 2:35 PM → 2:40 PM
- 2:40 PM → 2:45 PM
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2:45 PM
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2:50 PM
Track ID for Clusters 5mSpeaker: Gagik Gavalian (Jefferson Lab)
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2:50 PM
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2:55 PM
De-noisingDrift Chamber using Autoencoders 5mSpeaker: Gagik Gavalian (Jefferson Lab)
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2:55 PM
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3:00 PM
CLAS12 Level-3 trigger 5mSpeaker: Gagik Gavalian (Jefferson Lab)
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3:00 PM
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3:05 PM
AI for reweighting MC di-hadron events for CLAS and CLAS12 5mSpeaker: Sebouh Paul (UC Riverside)
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3:05 PM
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3:10 PM
Training Classifiers with Autoencoder Event Generators in GlueX 5mSpeaker: Sean Dobbs (Florida State University)
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3:10 PM
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3:15 PM
μ/π/e PID 5mSpeaker: David Lawrence (Jefferson Lab)
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3:15 PM
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3:20 PM
Solving the inverse problem at the event level 5mSpeaker: Nobuo Sato (Jefferson Lab)
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3:20 PM
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3:25 PM
Physics-Aware Generative Adversarial Networks for Physics Event Generation 5m
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3:25 PM
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3:30 PM
Neural Network Simulation of Detector Efficiency 5m
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3:30 PM
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3:35 PM
Unfolding of the CLAS detector with OmniFold 5mSpeaker: Luca Marsicano (INFN Genova)
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3:35 PM
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3:40 PM
ML to access multi-d xsection in hadron physics 5mSpeaker: Marco Battaglieri (JLab/INFNGE)
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3:40 PM
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3:45 PM
Validation of 2 pion cross section extraction 5mSpeaker: Evgeny Isupov (Moscow State U.)
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3:45 PM
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3:50 PM
GAN uncertainty quantification in CLAS 2pi channel data analysis 5m
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3:50 PM
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3:55 PM
Validation of event generators with extraction of physics observables 5mSpeaker: Astrid Hiller Blin (Jefferson Lab)
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3:55 PM
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4:00 PM
t-SNE analysis 5m
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4:00 PM
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4:05 PM
Application of t-SNE analysis to 2 pion data analysis 5mSpeaker: Marco Battaglieri (JLab/INFNGE)
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4:05 PM
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4:10 PM
SAUCER: a VAE-based generative algorithm 5m
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4:10 PM
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4:15 PM
Detector Design Optimization for ECCE 5mSpeaker: Fanelli Cristiano (MIT)
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4:15 PM
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4:20 PM
AIPWA 5mSpeaker: William Phelps (Christopher Newport University/Jefferson Lab)
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4:20 PM
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4:25 PM
Anomalous Resonance Identification with Autoencoders 5mSpeaker: William Phelps (Christopher Newport University/Jefferson Lab)
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4:25 PM
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4:30 PM
Modeling Magnetic Fields with deep neural networks 5mSpeaker: William Phelps (Christopher Newport University/Jefferson Lab)
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4:30 PM
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4:35 PM
Modern extraction of Compton Form Factors using global fits with artificial neural networks. 5mSpeaker: Zulkaida Akbar (University of Virginia)
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4:35 PM
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4:40 PM
Further constraints with simultaneous fitting in DVCS 5mSpeaker: Liliet Calero Diaz
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4:40 PM
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4:45 PM
Improvement in polarization measurements using artificial intelligence 5m
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4:45 PM
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4:50 PM
Machine Learning for FCAL-II Shower Classification 5m
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4:50 PM
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4:55 PM
A.I.-supported Research and Development of Novel Composite Aerogel Materials for Nuclear Physics Detectors 5mSpeaker: Fanelli Cristiano (MIT)