Wednesday, November 29, 2023
9:00AM - 9:30AM
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D06.00001: Applications of Advanced Statistics and Machine Learning Methods in Nuclear Physics
Invited Speaker:
Pablo G Giuliani
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Wednesday, November 29, 2023
9:30AM - 9:45AM
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D06.00002: Potentials of constrained Gaussian process modeling in Nuclear Physics
Shuang Zhou, Qianyi Shen, Debdeep Pati, Anirban Bhattacharya, Pablo G Giuliani, Jorge Piekarewicz
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Wednesday, November 29, 2023
9:45AM - 10:00AM
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D06.00003: Uncertainty Quantification for Phenomenological Optical Potentials
Cole D Pruitt, Jutta E Escher, Rida Rahman
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Wednesday, November 29, 2023
10:00AM - 10:15AM
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D06.00004: Bayesian calibration and truncation error estimation of chiral effective theories
Jason Bub, Maria Piarulli, Ozge Surer, Richard J Furnstahl, Saori Pastore, Daniel R Phillips, Stefan M Wild
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Wednesday, November 29, 2023
10:15AM - 10:30AM
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D06.00005: Mind the gaps: Applying Bayesian model mixing to the dense matter equation of state
Alexandra Semposki, Christian Drischler, Richard J Furnstahl, Daniel R Phillips
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Wednesday, November 29, 2023
10:30AM - 10:45AM
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D06.00006: Bayesian analysis for constraining the equation of state of asymmetric nuclear matter
Zbigniew Chajecki, Manyee B Tsang, William G Lynch, Chi-En Teh, Chi-Kin Tam, Som N Paneru, Kyle W Brown, Kuan Zhu, Daniele Dell’Aquila, Chun Yuen Tsang, Adam K Anthony, Om Bhadra Khanal, Justin B Estee, Jonathan E Barney, Sean R Sweany
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Wednesday, November 29, 2023
10:45AM - 11:00AM
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D06.00007: Bayesian Refinement of Relativistic Mean Field Models
Marc Salinas
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Wednesday, November 29, 2023
11:00AM - 11:15AM
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D06.00008: Deep Learning for Neutron Lifetime Measurement
Shanny Lin, Steven M Clayton, Chenghao Feng, Jiaqi Gu, Christopher L Morris, Maninder Singh, Hanqing Zhu, David Pan, Ray Chen, Zhehui Wang
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Wednesday, November 29, 2023
11:15AM - 11:30AM
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D06.00009: A Priori Dimensionality Reduction for Quantum Dynamics
Patrick Cook
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Wednesday, November 29, 2023
11:30AM - 11:45AM
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D06.00010: Machine Learning based Particle Track Reconstruction for JLab Hall-A GEM Trackers
Bhasitha Thuthimal Dharmasena Purijjala Lindagawa Gedara, Nilanga Liyanage
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