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Zoom Information: This meeting will be utilizing the Zoom meeting format for participants who may not be able to travel. Virtual access via a Zoom link will be distributed before the meeting. Online Zoom ID: 979 4209 5130 (48824)
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| Thursday, May 9 in FRIB 1221 |
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| 8:30 - 8:45 AM |
Registration |
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| 8:45 - 8:50 AM |
Thomas Glasmacher (FRIB Director) |
Welcome to FRIB |
| 9:00 - 9:15 AM |
Dean Lee (FRIB) |
Announcements |
| 9:15 - 9:30 AM |
Manouchehr Farkhondeh (DOE Program Manager) |
Q&A about AI/ML at DOE Nuclear Physics (via Zoom) |
| 9:30 - 10:00 AM |
Daniel Lay (FRIB) |
Neural network emulation of spontaneous fission |
| 10:00 - 10:30 AM |
Kyle Godbey (FRIB) |
Emulation Prospects For Time Dynamics |
| 10:30 - 11:00 AM |
Coffee Break |
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| 11:00 - 11:30 AM |
Chinmay Mishra (UTK) |
A Nuclear Mass-Model Rooted in Chiral Effective Field Theory |
| 11:30 - 12:00 noon |
Simon Sundberg (OSU) |
Criticality Analysis of Artificial Neural Networks in Nuclear Physics |
| 12:00 - 1:30 PM |
Lunch at Snyder Phillips Cafeteria |
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| 1:30 - 2:00 PM |
Danny Jammooa (FRIB) |
Parametric Matrix Models for Scientific Computing |
| 2:00 - 2:30 PM |
Patrick Cook (FRIB) |
Parametric Matrix Models for General Machine Learning |
| 2:30 - 3:00 PM |
Pablo Giuliani (FRIB) |
Beyond projections: Learning reduced equations from data |
| 3:00 - 3:30 PM |
Coffee Break |
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| 3:30 - 4:10 PM |
Daniel Lee (Cornell Tech) |
Geometry and Latent Signal Representations in Machine Learning |
| 4:10 - 5:00 PM |
Morten Hjorth-Jensen (Oslo) |
Mathematics of discriminative and generative deep learning,
from deep neural networks to diffusion models |
| 5:00 - 5:30 PM |
Discussion |
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| 6:00 - 8:00 PM |
Dinner at Pizza House |
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| Friday, May 10 in FRIB 1221 |
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| 8:30 - 9:00 AM |
Joshua Maldonado (Ohio) |
A Greedy Emulator for Nuclear Two-Body Scattering |
| 9:00 - 9:30 AM |
Christian Drischler (Ohio) |
A Bayesian mixture model approach to quantifying the empirical nuclear saturation point |
| 9:30 - 10:00 AM |
Nuwan Yapa (FSU) |
Emulators for Unbound Nuclei |
| 10:00 - 10:30 AM |
Coffee Break |
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| 10:30 - 11:00 AM |
Jane Kim (Ohio) |
Variational methods with neural networks |
| 11:00 - 11:30 AM |
Alessandro Lovato (Argonne) |
Hypernuclei with neural network quantum states |
| 11:30 - 12:00 noon |
Xiiln Zhang (FRIB) |
Emulators for quantum continuum states |
| 12:00 - 12:30 PM |
Discussion |
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| 12:30 PM |
Symposium Adjourns |
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| 3:00 PM |
FRIB Tour (Starts from FRIB 1221) |
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