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Ian B. Spielman

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affiliation: National Institute of Standards and Technology (NIST), Gaithersburg, MD, USA
affiliation: University of Maryland, Joint Quantum Institute, Gaithersburg, MD, USA

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2020 – today

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2022
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  - journals/mlst/FritschGKSZ22
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Amilson R. Fritsch, Shangjie Guo, Sophia M. Koh, Ian B. Spielman, Justyna P. Zwolak:
Dark solitons in Bose-Einstein condensates: a dataset for many-body physics research. Mach. Learn. Sci. Technol. 3(4): 47001 (2022)
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  - journals/corr/abs-2205-09114
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Amilson R. Fritsch, Shangjie Guo, Sophia M. Koh, Ian B. Spielman, Justyna P. Zwolak:
Dark Solitons in Bose-Einstein Condensates: A Dataset for Many-body Physics Research. CoRR abs/2205.09114 (2022)
2021
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Shangjie Guo, Amilson R. Fritsch, Craig Greenberg, Ian B. Spielman, Justyna P. Zwolak:
Machine-learning enhanced dark soliton detection in Bose-Einstein condensates. Mach. Learn. Sci. Technol. 2(3): 35020 (2021)
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  - journals/corr/abs-2101-05404
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Shangjie Guo, Amilson R. Fritsch, Craig Greenberg, Ian B. Spielman, Justyna P. Zwolak:
Machine-learning enhanced dark soliton detection in Bose-Einstein condensates. CoRR abs/2101.05404 (2021)
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  - journals/corr/abs-2111-04881
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Shangjie Guo, Sophia M. Koh, Amilson R. Fritsch, Ian B. Spielman, Justyna P. Zwolak:
Combining Machine Learning with Physics: A Framework for Tracking and Sorting Multiple Dark Solitons. CoRR abs/2111.04881 (2021)

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